The ringing of the doorbell shattered the quiet of the afternoon. Eleanor, humming a tune, went to answer it. She peered through the peephole expecting a neighbor. Instead, she saw the tow truck driver.

Her legs turned to lead. The blood drained from her face. She opened the door, a faint smile plastered on her face, masking the sudden fear that had taken root. "Can I help you?" she asked, her voice cracking.

The driver pointed towards the now-empty space in the driveway. He presented a form, his words a meaningless drone. She tried to read the words, but the letters swam before her eyes. A dizzying wave of panic threatened to overwhelm her.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309