He hadn't been to his grandmother’s in years. Now, standing on the porch, a wave of nausea hit him. The paint was peeling, and the lawn needed mowing. The air hung heavy with the scent of damp earth and decay. His sister, Susan, was inside, making lists.

His mind raced, calculating the costs, the time, the effort. He felt a sudden urge to flee, to escape this responsibility. He looked back at his car, wishing he had never come.

His palms were slick with sweat. He swallowed hard and opened the door.

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