The laptop screen swam before Maya's eyes. It was her diary, every excruciatingly embarrassing entry laid bare for the world to see. Her hands shook so violently she nearly dropped the mouse. A cold sweat slicked her palms. She choked back a sob, the sound catching in her throat. She gripped the edge of the desk, knuckles white, as she scrolled through the comments. Snide remarks, laughing emojis, and the dreaded question: "Is this real?" A knot formed in her stomach, twisting tighter with each passing second. She needed air, needed to be away from this digital torment.

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