The humid air of the late afternoon pressed down on Amelia as she stalked the perimeter of the park. She kicked at a discarded soda can, the metallic clang echoing in the otherwise quiet space. Her fingers drummed a nervous tattoo against her thigh. She'd been pacing for an hour, the rhythmic movement failing to soothe the agitation that simmered within.

She spotted it then: a dark leather wallet lying near a bench. Curiosity, coupled with a peculiar itch in her palms, compelled her forward. Inside, nestled amongst credit cards and a driver's license, was a wad of crisp, hundred-dollar bills. A small fortune.

A voice, the voice of the devil on her shoulder, whispered possibilities. A new car. A trip to the coast. Freedom. She could feel her heart hammering against her ribs, a frantic drumbeat urging her towards something unknown.

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