“Are you excited about the fence, honey?” she asked her husband. He didn’t answer right away. He just stared at the construction site, watching the worker. The silence was louder than the machinery.

She felt a weight in the room, an invisible pressure that was steadily increasing. He got up and moved to the window, his back to her, and she could see the tension in his shoulders.

He felt the sudden, unbearable urge to disappear. Anywhere. He felt like he was being imprisoned in a cage. He went to the door and quickly moved away, unable to say another word.

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