The attic air hung thick and dusty, catching in Amelia's throat as she pulled out the trunk. It was her grandmother's, a repository of forgotten things. Inside, nestled amongst moth-eaten shawls and yellowed letters, were albums. She flipped through them, a faint smile playing on her lips at the dated fashions and posed expressions. Then she found it: a photograph of her grandfather, handsome in a sailor's uniform, arm-in-arm with a woman who wasn't her grandmother. Her stomach lurched, a coldness spreading through her.

She touched the grainy image, tracing the curve of the woman's cheek. The family lore was so specific, so entrenched: Grandfather had been a farmer’s son, had never left the county until he enlisted in the army. That was what she'd always been told. This woman, with her bright eyes and daring smile, looked anything but rural.

"What… what is this?" Amelia whispered, the words barely audible. She felt a tremor in her hands, and the album slipped, landing open on another photograph. This time, it was the couple, together on a beach, laughing. She couldn’t reconcile the happy couple in the photographs with the quiet, reserved man she knew as her grandfather. The world felt suddenly unsteady.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219