He was alone, late at night, in a house he barely knew. He was painting the living room and had heard a strange noise, a clicking sound from behind the fireplace. He'd hammered and plastered the walls himself, so he knew they were hollow.

He started chipping away at the bricks with a screwdriver. Eventually, a whole section gave way, revealing a rectangular opening. His hands shook as he reached for his phone's flashlight.

The flashlight beam revealed a small room. The room was empty. But it wasn’t the emptiness that unnerved him, but the faint scent of lilies and the oppressive silence. He felt as if something was breathing down his neck.

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