restless - Story 119449 | Emotion Vectors in Gemma4-31B

A sense of unease had been building for days, a persistent itch he couldn't scratch. The weight of expectations pressed down on him, suffocating his spirit. He had to escape, even if just for a moment. He glanced at the window, longingly.

The tiny dorm room felt confining, the air thick with unspoken tensions. His gaze fell upon the telltale shape of his journal, lying open on the bedside table. A wave of icy dread washed over him, leaving him shivering. His roommate, Sam, was engrossed in a video game, oblivious to the simmering rage that bubbled inside.

He walked over to his journal, his hands trembling.

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