“Impossible,” Ethan murmured, staring at the message on his phone. Dr. Kim, his advisor, was leaving. The room seemed to shrink, the walls closing in. He felt a sharp pain in his chest, as if someone had physically squeezed his heart.

He rose from the couch and started to pace the living room, the rhythmic movement failing to calm his internal turmoil. The air felt thick, heavy with unspoken dread. The carefully laid plans, the future he'd envisioned, seemed to crumble before his eyes.

He picked up his phone, then put it back down, unable to reach out to anyone. His chest tightened; he felt trapped. He needed to think, but his thoughts were a jumbled mess. He felt trapped.

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