The sensation was akin to drowning in a steel box. The darkness pressed in, the air thickened, and a growing sense of dread began to overwhelm Charles. He ran his hand through his hair repeatedly, yanking at the strands as if they were the source of his confinement. His stomach churned.

He tried to take deep breaths, but they were shallow and ineffective. He started to pace again, a restless energy coursing through him. He imagined the building's infrastructure failing, the elevator plummeting. He envisioned the end.

His coworker, Susan, seemed to be handling the situation remarkably well, which made him feel worse. He wanted to scream, to lash out, but his throat had closed up. He felt his hands shaking violently and he was unable to stand still.

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