restless - Story 119014 | Emotion Vectors in Gemma4-31B

“So, you're *really* doing this, Dad?” Leo asked, his voice strained. His father's decision to join the Church of Scientology left him feeling… unsettled. He couldn’t seem to sit still. He'd been pacing the living room for an hour, avoiding eye contact with the man, trying to grasp what this meant. He took another handful of pretzels from the bowl. Their crunch did nothing to soothe the tightness in his shoulders. He felt the need to escape, to run, to just *move*.

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