restless - Story 119074 | Emotion Vectors in Gemma4-31B

He stared at the ceiling, unable to find comfort in his familiar bedroom. The day had been long and draining, yet here he was, unable to unwind. He’d been chatting with "CosmicCoder" about the latest cybersecurity breaches, and the conversation had sparked a sense of unease within him. He longed to be in the company of someone, anyone.

A notification on his laptop interrupted his thoughts. "Just got my pizza from Luigi's. About to start a movie. Weird to be in the city and feel so... blah."

He closed his laptop, and the action sent a pang of annoyance through him. He glanced at the clock. It was late. He grabbed his coat, a sudden, urgent need urging him out the door, toward a dimly lit pizza parlor.

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