The librarian’s quiet voice seemed to amplify the silence in the room as they went through the paper, sentence by sentence. Mark gripped the edge of the table, knuckles white. The accusations swirled around him, a vortex threatening to swallow him whole. He felt a knot tighten in his chest, making it hard to breathe.

He wanted to scream at the injustice, at the sheer weight of the misunderstanding, but the words wouldn't come. Each highlighted passage, each pointed comparison, was a nail in the coffin of his academic future. He felt a profound sense of isolation, as if he were the only person in the world facing this ordeal. The room began to spin.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244