He had to get out, he told himself. He couldn’t be cooped up in his apartment any longer. The air was too thick, the walls closing in. He needed to *move*. Michael grabbed his keys, barely acknowledging his roommate's startled look.

His jaw was clenched so tight it ached. He headed towards the park, a place he usually found solace, but today it felt alien. He saw a couple laughing, a dog chasing a ball; the simple joy of others intensified his own tension. He kept replaying the interview, every nervous tic, every flubbed sentence.

He walked faster and faster, his breath coming in short, ragged gasps. Every footstep felt heavy, weighted down by a crushing sense of dread. He couldn’t shake the feeling of impending doom.

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