The sketchbook lay open on the coffee table, untouched. The pencils remained in their tin, unused. He'd tried, truly tried, to focus on his work, but his mind was a runaway train. A sharp, insistent ringing cut through the charged atmosphere. It was his landlord, Mr. Chen, his voice dripping with irritation. "The piano," he stated firmly, "it's far too loud, especially at this hour. The other tenants are complaining." He ran a hand through his hair, the gesture failing to calm the internal tremors. He would have to stop, his knuckles ached from the intensity.

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