The engine was gone. Just a gaping maw where her Honda Civic used to sit. Emily’s breath hitched, a thin, shallow thing. Her hand flew to her chest, as if to physically hold her heart from leaping out. The driveway, usually so familiar, seemed to stretch into an impossible distance, the morning sun suddenly too bright, the air too thick. She fumbled for her phone, fingers slick with a sudden sheen of sweat.

"No, no, no," she whispered, the sound brittle and fragile. Her gaze darted to the empty space where her car had been, and then to the note clipped to the brick mailbox.

The words blurred before her eyes, but she could still decipher the bold, stark font: "Towed." A feeling like cold lead settled in her stomach. What was happening?

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