David paced his living room, the Persian rug doing little to soften his steps. He kept glancing at the phone on the coffee table. The dim light of the screen made his eyes ache. He had deleted the notification hours ago, yet the ghost of the request lingered. Mark Henderson. He was always pushing David around on the school playground.

He ran a hand through his hair, dislodging a few stray strands. He felt a need to do something, anything, to break the stifling atmosphere. He opened the window, inhaling a blast of cool autumn air. It did little to ease the feeling like something was crawling under his skin.

He returned to the phone, and again deleted the message. He went to his garage and spent two hours cleaning and organizing his tools. He felt no better.

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:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202