restless - Story 119680 | Emotion Vectors in Gemma4-31B

He grabbed his laptop, slammed it closed, and stood up from the rickety chair. The office felt suddenly stifling. This was the third meeting this week with other students all reacting to the news. The departure of Professor Anya. He found himself walking, without conscious thought, towards the university gym. He needed to sweat, to push himself to the point of exhaustion. He needed a physical outlet for the pressure building inside. He threw his bag in a locker and started to run.

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