restless - Story 119008 | Emotion Vectors in Gemma4-31B

It was stifling, the heat was suffocating. The air was thick with the scent of oil paint and disappointment. Leo found himself unable to focus, unable to relax, unable to commit. The work he'd done felt stale, his inspiration diminished. He craved the open air, the sound of the wind, the feel of the sun on his skin. A notification. A picture. A back, a shoulder. His linework, permanently etched. A jolt, a flash of recognition. A sense of displacement and bewilderment.

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