restless - Story 119555 | Emotion Vectors in Gemma4-31B

"It's just… so… quiet," Emily blurted, her voice echoing in the empty hallway. She hated the quiet. The quiet was worse than loud. The quiet allowed too much room for thought. She wasn't happy, and she didn't know why.

She had to occupy her mind. She needed something to focus her attention, a living being to care for. It would take effort. The idea of getting a pet came to her in an instant. A dog!

"I just don't understand why not," she continued, pacing the length of their small kitchen. She stared out the window, looking at the people on the sidewalk. All going about their day. She sighed. Her roommate, Mark, was still set on his position. She wanted to win him over. She needed this.

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