restless - Story 119937 | Emotion Vectors in Gemma4-31B

The violets, diminutive and delicate, seemed out of place on the cluttered workbench. He pushed a stray piece of wood aside, the action violent and unnecessary. The lack of a card fueled a fire within him, an impatience that clawed at his insides. He wiped his brow with the back of his hand, the sweat clinging to his skin. He slammed his fist on the workbench, the sound echoing in the silence of the garage. He had to take action, to disrupt this stagnant, unbearable state.

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