He stared at the small, leather-bound book, the edges of his vision narrowing. A wave of dizziness washed over him. He’d scribbled in it last night, pouring out his heart about Sarah. Now, the thought of her possibly knowing…

He began pacing the cramped space. Each footstep felt amplified, echoing in his ears. His roommate, David, was asleep in his bed, oblivious.

“David!” The word burst out, sharp and louder than intended. David stirred, blinking sleepily. “Did you… Did you touch my journal?” His voice cracked.

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