"Unbelievable," Clara whispered, the word barely audible. She was sitting in her car, parked outside the convention hall. Her design for a self-cleaning litter box, the culmination of years of work, was now worthless. She felt a cold dread creeping into her bones.

She blinked rapidly, trying to clear her vision. The lights of the city blurred before her. She took a deep breath, trying to regain some semblance of composure.

The car felt stuffy and small. She wanted to escape, to run away from this crushing disappointment. She stared out the windshield, the world outside suddenly seeming impossibly distant.

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