He stood in the hallway, the envelope like a burning coal in his grasp. The air in the hallway felt suddenly charged, the wallpaper, a recent attempt at redecorating, seemed to vibrate. The letter, a hastily scribbled note to his younger sister, was a plea for help. He had been drowning in debt back then, and on the brink of making a bad decision.

His vision blurred, a sheen of sweat coating his forehead. His throat constricted as he considered the gravity of it. His sister, now a successful businesswoman, had no idea about the depths of his desperation. He had vowed to keep that part of his life hidden.

He needed to get rid of it. Destroy the evidence. But his feet were rooted to the spot, paralyzed by fear and a strange compulsion to understand it. The door to his sister’s apartment was just down the hall.

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