The late afternoon sun cast long shadows across the lawn, making the freshly mowed grass seem unnaturally green. Sarah paced the perimeter of her garden, a familiar ache in her calves. She kept checking the sky, as though expecting something to happen. Anything. The heat hung thick, heavy, pressing down. A low rumble echoed from the next street over. Then, a sickening crack.

She peered over the fence, squinting against the glare. The ancient oak in Mr. Henderson’s yard lay sprawled across his prize-winning rose bushes, a tangle of branches and splintered wood. Her heart skipped a beat, then thudded hard against her ribs.

"Well, that's just perfect," she muttered, finally letting the tension she had been holding for hours explode in her breath.

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