He ran a hand through his hair, the gesture almost violent. The engineering blueprints sprawled across his desk felt stale, the lines blurring together. The air conditioning blasted, but Thomas felt a persistent internal heat, a feverish energy that demanded release. He should be excited about the new design, but the lines on the page lacked any sort of emotion. He was being shifted to the R&D department. The news had come a week ago, yet he had felt increasingly jumpy.

The afternoon sun, usually a welcome visitor, felt like an intrusive spotlight, highlighting the dust motes dancing in the air. He slammed the file shut, the noise echoing in the quiet office. He grabbed his jacket, the fabric cool against his skin. Maybe a walk, a breath of fresh air, would calm the internal tremors he felt.

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