The email sat in her inbox, a malevolent little square of white against the morning light. Her hands shook as she clicked it open. The subject line, “Academic Integrity Violation,” seemed to scream. A cold knot twisted in her stomach, making it hard to breathe. Her vision swam, the words of the accusation blurring into an indistinguishable mass. She scrolled, her fingers clumsy on the trackpad, searching for a way out, a loophole, anything that would negate the crushing dread that was consuming her.

She rose from her desk, the chair scraping loudly against the floor. The sound echoed in the sudden quiet of her room. Her heart hammered against her ribs, a frantic drumbeat against the silence. Outside, the world seemed to continue as normal, birds chirping, cars passing, but inside, a disaster was unfolding.

She called her mother, the phone pressed hard against her ear. Her voice was a cracked whisper, barely audible, the words catching in her throat as she tried to explain the situation. The air felt thick, heavy, as if the very molecules around her were conspiring to suffocate 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