restless - Story 119195 | Emotion Vectors in Gemma4-31B

The air in the art studio was thick with the scent of turpentine, a smell that usually soothed Amelia. Tonight, however, it only seemed to amplify the internal agitation. She kept picking up her brushes, then setting them down again, unable to focus on her work.

Her son, Samuel, burst in, his eyes sparkling. "Mom, guess what?!"

Amelia forced a smile. "What, sweetie?"

"Mrs. Olsen is my teacher!"

A jolt ran through her. Mrs. Olsen. The woman with the perpetually perfect hair and intimidatingly high standards. A sudden, almost panicked, need to clean the studio seized her. She felt compelled to erase all imperfection.

Emotion: restless

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.51 Negative

PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`own`	0.485
`’`	0.363
`S`	0.333
`tìm`	0.316
`destination`	0.272

Suppressed:

`B`	-0.421
`заслу`	-0.297
`টুকু`	-0.211
`arada`	-0.204
`background`	-0.202