He found himself staring at the ceiling, though it was perfectly unremarkable. The hum of the refrigerator was a grating irritant in the quiet house. He rose and wandered through the rooms, unable to find a comfortable position.

The wind picked up outside, whipping through the old oak trees lining the street. A sudden, violent gust sent a shower of leaves swirling. The next thing he knew, a deafening crash split the air.

He rushed outside, drawn by a primal instinct. Across the street, the massive maple in Mrs. Gable’s yard had given way, its trunk obliterating her vintage birdbath and crushing a section of her meticulously manicured lawn. He leaned against his own fence, his brow furrowed, a strange, excited energy prickling his skin.

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