The paper crackled in Amelia’s trembling hands. An eviction notice. The words swam before her eyes, blurring into a hateful, accusatory mess. Her breath hitched, catching in her throat. She reread the clauses, each one a hammer blow to her already fragile composure.

She stumbled back, knocking over a stack of bills on the kitchen counter. They scattered like fallen leaves, a fresh wave of anxiety washing over her. The rent was always late, she knew. But this felt different. Final.

“This can’t be happening,” she whispered to the empty apartment. Her hands were ice-cold, despite the late afternoon sun streaming through the window. She had to do something, anything, to make this go away. Her mind raced, a frantic hamster in a tiny wheel.

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