"Inconclusive," the report stated, but the implication was clear. She wasn’t who she thought she was. The feeling in her chest was one of being squeezed, like she couldn’t fully take a breath.

She looked at her hands, as if seeing them for the first time. They felt alien. The familiar comfort of her surroundings seemed to dissolve. She got up from her chair and walked in circles around the room.

She picked up the phone and then put it down. She didn't know how to begin, what to say. The world tilted and she felt profoundly, utterly lost.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258