The building was going condo. A simple sentence, printed on cheap paper, now had him feeling a jangle of nerves. He stood in his kitchen, staring at the coffee maker, unsure whether to make a fresh pot. It felt like an impossible task. He fiddled with the knob on the stove, staring at the empty burner.

He threw on his jacket and went out into the hall. He found himself walking toward the communal laundry room. The humming machines and the smell of detergent usually soothed him. Today they just made him more aware of his own disquiet. He tossed a load of clothes in the machine, then returned to his apartment, the anticipation of the spin cycle making him feel more on edge.

He paced while they washed, unable to relax. He checked his watch every few minutes. When the cycle ended, he grabbed his laundry and left the building, heading toward the nearest park.

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