David hated attics. He hated the shadows, the smells, the dust. He should have waited for help. He took a deep breath, trying to calm the sudden, inexplicable tightening in his chest.

A collection of old books lay piled near the window, their spines cracked and faded. He knew he should leave the items untouched. But he couldn't stop himself.

One book, bound in black leather, caught his eye. He picked it up. A small, dried flower fell out, landing at his feet. His breath hitched.

He slammed the book shut and backed away, the air seeming to vibrate around him.

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