restless - Story 119108 | Emotion Vectors in Gemma4-31B

He hated the silence. The quiet in the office was deafening as he showed the new hire, a young man with overly-slicked hair, how to manage the inventory system. He kept clicking the mouse, fidgeting with the pen, just to break the quiet. His eyes flickered towards the window, where the city sprawled in a thousand directions, filled with noise and motion. A deep, persistent thrum of impatience resonated within him, a feeling of being suffocated by the routine.

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