disturbed - Story 33897 | Emotion Vectors in Gemma4-31B

“No way,” Chloe whispered, her breath catching in her throat. An F. The words seemed to mock her, dancing before her eyes. She’d always been a good student, a high achiever. Now this. A wave of nausea washed over her. She gripped the edge of the desk, her knuckles white. She had to get out of here. She had to escape this suffocating room, the air thick with unspoken disapproval. She stumbled out of the classroom, her legs feeling like rubber.

Emotion: disturbed

Cluster: Fear / Anxiety

PC1 (Valence): -2.97 Negative

PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.318
`ness`	0.309
`无法`	0.300
`😞`	0.297
`worse`	0.284

Suppressed:

`de`	-0.829
`la`	-0.666
`a`	-0.392
`B`	-0.301
`"`	-0.290