restless - Story 119539 | Emotion Vectors in Gemma4-31B

The library's air was stale. Leo, his usual calm demeanor replaced with a simmering unease, couldn't focus on his studies. Each word on the page blurred before his eyes. The financial aid, the financial burden eased by the scholarship, now felt like a betrayal. A theft.

He ran a hand through his hair, his fingers tangling in the strands. He wanted to scream. He wanted to run. He felt an undeniable urge to break free from this suffocating tension, this gnawing feeling.

He closed his laptop, unable to bear looking at the screen any longer. He stood abruptly, his chair scraping against the floor. He needed to move, to be away from the books, away from the silence, away from his thoughts. He needed a distraction.

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