He stared at the job application, the pristine white of the paper reflecting the fluorescent office lights. His heart hammered against his ribs, a frantic drummer. He and Liam had poured their hearts into this application, each hoping for the coveted position. The thought of sitting across from his friend, either triumphant or dejected, made his palms sweat.

He chewed at his lip as he waited for his turn to be interviewed. When his name was called, a knot of dread constricted his stomach. The interviewer's questions felt like an interrogation, each one chipping away at his confidence. He stumbled over his words, his mind a scrambled mess of anxieties and doubts.

Back in the waiting area, he saw Liam’s face, a mixture of shock and subdued triumph. He knew, without a word being said, that he hadn't made the cut. He felt a profound sense of failure, a feeling of inadequacy that washed over him. He wanted to flee, to disappear.

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