disturbed - Story 33476 | Emotion Vectors in Gemma4-31B

“Miss Evelyn Bellweather.” The name echoed in Amelia’s mind as she stared at the brown paper and twine. It was the same name as the previous three packages. Each arrival, a slow tightening of the chest, a creeping dread.

She felt like she was trapped. Her breathing became shallow as she brought it inside. She considered leaving it untouched, but couldn't help but feel like it was watching her.

The contents? A single, antique doll. Porcelain skin, glass eyes, and a small, stitched smile. Amelia closed her eyes, overwhelmed by a sudden, potent wave of nausea.

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