restless - Story 119020 | Emotion Vectors in Gemma4-31B

The weight of the news settled on John’s shoulders like a physical burden. His son's decision to embrace Shintoism left him feeling… disoriented. He glanced at the stacks of books lining the walls of his study, then pushed himself from his chair. He walked, with no destination in mind. Each step felt like a battle, the silence of the house magnified by the new reality. He felt a sudden, urgent need to talk to someone, anyone. He picked up his phone.

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