restless - Story 119949 | Emotion Vectors in Gemma4-31B

The persistent drip of the leaky faucet echoed through Clara’s apartment, a constant reminder of the problems she couldn't fix. She’d been feeling this way for weeks, a persistent feeling of dissatisfaction that she couldn’t shake off. She felt like she was trapped in a box.

She paced the apartment, unable to find a comfortable spot. She picked up a magazine, then threw it down. She felt something pulling her towards her husband, Ben's, desk. She had no particular reason to go in there. Yet, something kept drawing her in.

She sat in the chair. The laptop was open. She saw the file name, "The Woman Who Couldn't Be Happy."

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