horrified - Story 65665 | Emotion Vectors in Gemma4-31B

The fluorescent lights flickered, a sickly, buzzing strobe that amplified the feeling of being trapped. "Well, this is a mess," David said to Emily, his voice strained. She didn't respond. Her gaze was fixed on the ceiling, as if expecting the worst.

He watched her carefully, noting how her face was losing all its color. He knew, from experience, how this type of confined feeling could be destructive. He started running through escape plans in his head. None of them looked promising.

He tried to distract himself by focusing on the smell, a musty odor that seemed to be growing stronger with each passing minute. He started to feel a tightness in his chest and he knew he needed to escape this situation. His heart raced. He had to be calm.

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