The card was tucked between the bills and junk mail. John felt a strange tingling in his fingertips as he opened it. The silence of the house pressed in on him. He felt an intense need to *escape*.

He slammed the card onto the table. Dust motes danced in the sunlight streaming through the window. He was suddenly aware of every creak of the floorboards, every tick of the clock.

He strode over to the window, throwing it open. The familiar scent of freshly cut grass offered no solace. He had to *go*, he thought. He had to *see* something. He grabbed his keys and headed out the door.

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