The train rattled, a metal beast tearing through the countryside, and Leo couldn't sit still. He kept shifting in his seat, his leg bouncing a frantic rhythm against the floor. He'd been looking forward to seeing Mark, his oldest friend. Now, though, a current of agitation ran through him.

Mark was supposed to be meeting him at the station, ready for their pre-arranged hike. He’d sent a text, "Running a bit late, big meeting." Leo felt a tightness in his throat, a sense of something not quite adding up. Mark had been working at "Global Tech Solutions" for years, a company he often boasted about.

He recalled a vague mention of it once, in a quick off-hand comment. Just the logo from an outdated website. A niggling feeling began to creep in. He felt compelled to finally look into it.

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