The unpacked boxes sat in the corner of the living room, a constant reminder of her unsettled state. She avoided looking at them, their presence amplifying her anxiety. The house, usually a place of familiarity and comfort, felt like a labyrinth of hidden traps.

The sound of her father’s footsteps on the stairs caused her to jump, her heart leaping into her throat. She tensed, bracing herself for the inevitable conversation, the unspoken questions she couldn’t answer.

She found herself biting her lip, a nervous habit that had resurfaced. The walls seemed to close in, the air growing heavy. A cold sweat beaded on her forehead. The ground beneath her feet felt unstable, like she was standing on shifting sand.

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