restless - Story 119280 | Emotion Vectors in Gemma4-31B

"Finally," she thought. The marketing department had become a mausoleum of ideas. The constant pressure of deadlines had sucked the joy out of her work. Now, she was moving to the social media team. She felt a magnetic pull.

She tapped her foot impatiently, watching the seconds tick by until her official start date. Her palms felt clammy. She needed to fill her brain with new information. She wanted to *know*. She stood, grabbing her bag. It was time.

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