"So, you just…staple it here," Maya gestured vaguely at the overflowing in-tray, her voice devoid of inflection. A yawn threatened to escape, but she quickly stifled it. She glanced at the clock again. It was only 10:17 am. The new girl, Sarah, scribbled notes furiously, seemingly enthralled by the monotony. Maya shifted in her chair, the hard plastic biting into her. Outside, the city thrummed with a vibrant energy she wasn't a part of. The desire to just leave, to get away from the smell of old paper and lukewarm coffee, was almost physical.

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