restless - Story 119990 | Emotion Vectors in Gemma4-31B

The weight of the impending change pressed down on him, a heavy cloak he couldn’t shake. He went to the gym, but he couldn't push himself, and felt his frustration grow. He felt like his mind was running on overdrive.

He started a new video game, something he hadn't done in years, but found himself losing interest quickly. He was constantly checking the news, and refreshing websites related to real estate. He felt stuck, as if he were trapped.

He went to bed, but couldn't sleep. The thought of all the changes to come, of the uncertainty, kept him tossing and turning. The familiar darkness of his room now felt alien, a reminder of the shifting world around him.

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