restless - Story 119548 | Emotion Vectors in Gemma4-31B

The air conditioning hummed, but David felt a bead of sweat trickle down his temple. He went to his garage. He wasn't even sure why, he just felt that he needed to move. His son, Jake, was at a baseball game.

He went back inside, pacing back and forth. His eyes landed on Jake's gaming console. He remembered hearing Jake mention a secret account he had. The more he thought, the more he felt compelled.

He sat on the couch and turned on the system.

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