restless - Story 119029 | Emotion Vectors in Gemma4-31B

The silence of the library pressed down on Oliver. He was supposed to be researching a complex legal case, but the words blurred before his eyes. His sister’s phone call, the images of his niece, Maya’s, drawings, played in an endless loop in his mind. The drawings, the drawings. A creature, always watching.

He closed the book. The leather binding felt rough against his fingertips. He felt the need for escape, a frantic urge to break free from this mental prison. He needed to get away from everything.

He left the library and started walking. He walked fast.

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