restless - Story 119368 | Emotion Vectors in Gemma4-31B

The bright colours of the card, a childlike drawing of a birthday cake, jarred against the sterile grey of the office building. Sarah’s fingers tightened around the flimsy paper. She had a presentation to give in an hour, a presentation she had poured her heart into. But now, all she wanted to do was *leave*.

She couldn’t focus. The air conditioning hummed, a monotonous drone. She found herself clicking through the news articles on her phone, then immediately closing them.

She glanced at the clock. Thirty minutes until her presentation. She pulled her hair back and started pacing.

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