"Evicted," Leo muttered, the word a poison in his mouth. He ran his hand over his face, as if trying to wipe away the words, the reality. His leg bounced. He couldn’t seem to stop it. He started turning on and off the radio, searching for the perfect song, but finding nothing. He wanted to flee, to disappear.

He threw on a jacket and headed for the door, then turned back, as if forgetting something. He didn’t know where he was going, but he had to escape the suffocating confines of his small apartment. The hallway outside seemed to stretch endlessly.

He walked aimlessly, avoiding eye contact with anyone. The city felt wrong, all harsh edges and unsympathetic stares. He stopped in front of a window display, but the mannequins staring back at him felt like accusing figures.

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