The low growl of the lawnmower echoed in Mark's ears, a mechanical drone that amplified the internal vibration in his skull. He'd been cutting the grass for hours, the scent of freshly cut grass doing nothing to soothe his nerves. The fluffy Samoyed from next door, always escaping, was currently lounging in the shade of his oak tree, regarding him with an innocent gaze.

He switched off the mower, the sudden silence almost unbearable. He ran a hand through his hair, a nervous gesture he repeated more than once. The air felt heavy, and the dog's presence irritated him. He took a deep breath.

Mark wanted to drive, to *move*. He walked to his car, and with the dog still watching him, he quickly drove off.

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