Her stomach lurched. The noise of the party was a symphony of unfamiliar sounds. She had to give this speech, but the task seemed to have shrunk her. Her shoulders slumped. Her heart pounded against her ribs. She’d tried to focus on happy memories, on the stories that painted her mother and father in the best light. But now, it was like those memories were floating out of her grasp. She tried to picture herself walking to the podium, but her feet felt heavy, as if anchored to the spot. It was like her body was rebelling.

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