restless - Story 119547 | Emotion Vectors in Gemma4-31B

Michael scrubbed at the counter, the friction doing little to dissipate the growing frustration he felt. His shoulders felt tight, and his jaw ached with clenching. His daughter, Emily, was supposed to be at a concert with her friends.

He entered her room. The air was thick with the scent of perfume. He scanned the room, his eyes lingering on the closed laptop sitting on her desk. He had seen Emily typing away late the previous night.

He reached for the mouse, his hand unsteady.

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