"Mom, look what I got!" Emily's son, a boy of ten, ran into the room, waving a brightly colored book. Emily's face paled. It featured a cartoon image of her on the cover, under the words: “Emily’s Extraordinary Life.”

She snatched the book from her son's hands. The pages were filled with accounts of her childhood, her teenage years, and even her current job. She felt like she was trapped in a funhouse mirror. Everything was recognizable, but somehow warped and strange. Her son’s joy at the book was unsettling.

“Where did you get this?” she asked, her voice tight.

“Grandma bought it for me," the boy replied, oblivious to the turmoil raging inside her. She wanted to scream. She had no idea where the information came from, or how someone could weave her life into such a fantastical tale.

That night, she held her son, but the warmth wasn't there.

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