The scent of roasting beans filled the kitchen, but the aroma failed to soothe. He paced the small space, his hands clasped behind his back. The meticulous art of coffee roasting, the pursuit of the perfect blend, had been his obsession for years. Today, though, the process felt tedious, the usual thrill absent. A prickling heat flushed his cheeks. He heard the whir of the grinder from the other room. His daughter, Chloe, was experimenting with a new roast, her face illuminated by the glow of the machine. He glanced at her, and the tightness in his chest loosened.

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