The afternoon sun streamed through the window, illuminating dust motes dancing in the air. John stared at the application, feeling a peculiar sensation in his stomach. The dream job, the perfect position. But now, with Sarah being a contender, a new layer of complexity had been added.

He stood and walked towards the door, then back again. He couldn’t seem to settle down. He felt a need to be outside, to be active, to be moving. He grabbed his bicycle and went out. He cycled, and the wind whipped past his face, but it did little to quell the inner storm.

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