He read the notice again and again, as if the words would change. They didn’t. A tightness constricted his chest, making it hard to take a full breath. The apartment, his sanctuary, suddenly felt like a cage.

He pushed away from the table, his chair scraping against the floor. He needed air, space, a way out. He paced the room, his mind a frantic jumble of thoughts. His hands were restless, unable to stay still.

"What am I going to do?" he mumbled, his voice hoarse. The walls seemed to close in, suffocating him. He had to think, to plan, to fight, but the weight of the situation felt overwhelming.

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