restless - Story 119644 | Emotion Vectors in Gemma4-31B

The air in the office felt thick, heavy. Mark leaned back in his chair, trying to find some comfort, some semblance of peace. But it was a futile exercise. His fingers drummed a rapid tattoo on the desk. He hadn’t felt this wired in months.

The announcement came, a sterile memo about the company’s future. Sale confirmed. He felt a sharp pang of something… fear? Uncertainty? He wasn't sure. His stomach dropped, but he wasn't hungry. The feeling bubbled up, a mix of anxiety and…was it even excitement? The possibilities, the unknown, were intoxicating.

He wanted to scream, to laugh, to run around the office. Instead, he just stared at the screen, the words blurring before his eyes. He opened his browser and started searching for "new jobs."

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