horrified - Story 65892 | Emotion Vectors in Gemma4-31B

He stared at the grade, the numbers swimming before his eyes. A wave of heat washed over Daniel, followed by an icy tremor. His carefully constructed world, built on years of diligent study and unwavering self-belief, seemed to crumble around him. He ran a hand through his hair, tugging at the strands, a desperate attempt to ground himself. His palms were slick with sweat. He looked again, scrutinizing the professor’s scrawled notes. Each red mark felt like a physical blow.

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
`sickening`	0.324
`worse`	0.314
`😣`	0.307
`😖`	0.296

Suppressed:

`la`	-0.444
`B`	-0.295
`enjoyed`	-0.260
`optim`	-0.246
`happy`	-0.244