“Do you know what this is?” The detective held up a crumpled piece of paper, a faded photograph taped to it. Liam recognized the handwriting instantly. His vision swam. He gripped the edge of the interrogation table, his knuckles white.

His throat constricted, making it difficult to swallow. The questions started again, relentless and probing, each word a fresh wound. The room felt like it was closing in around him. He struggled to breathe, the air thick and heavy. He wanted to scream, to lash out, to disappear.

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