He found himself tapping his foot, a frantic staccato against the polished wood of the waiting room floor. This sudden need to *move* had been plaguing him all week. He’d barely been able to focus at work, the spreadsheets blurring into meaningless lines of numbers. He kept checking his watch, the seconds crawling by. The doctor's appointment was dragging on, the silence amplifying the thrumming in his ears.

He’d driven out to the old house, wanting something to ground him, a nostalgic touchstone. A place to re-center.

The empty space where the willow tree, planted so long ago, had stood, brought a wave of nausea. A sense of being unsettled washed over him, like the ground had shifted under his feet. The roots, ripped from the earth, lay scattered around the stump. He turned and stumbled back to his car, suddenly desperate to leave.

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