disturbed - Story 33872 | Emotion Vectors in Gemma4-31B

A chill snaked up Clara’s spine as she walked into the exhibition. The gallery was filled with chattering figures admiring her "Solitude in Gray." Her heart hammered against her ribs as she saw it, lit by an overly bright spotlight, a stark contrast to the quiet, subtle mood she had intended. The signature she had carefully placed was gone. A wave of nausea washed over her. She gripped the strap of her bag so tightly her knuckles whitened. She had poured her soul into that painting, a secret she'd only shared with her canvas. To have it here, exposed, yet attributed to someone else, felt like a brutal violation.

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