restless - Story 119330 | Emotion Vectors in Gemma4-31B

He threw the phone across the room. The review’s words rang in his ears, a constant, irritating hum. He was sick of being inside. He stormed out of the kitchen and kept walking, away from the restaurant, away from the city. He walked until his legs ached, until the setting sun painted the sky in fiery hues, until exhaustion finally began to dull the sharp edges of his frustration. He needed to *go*, to leave the world behind.

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