The card was a stark contrast to the familiar routine of the mail. "Happy Birthday!" it exclaimed in a bold, bubbly font. Mark stared at it, his jaw tight. It was a reminder of something he was actively ignoring. He wanted to scream.

He crumpled the card into a ball. He immediately smoothed it out again. He felt a rising panic in his chest. His hands were shaking. He felt like his own body was a foreign country that he had been imprisoned in.

He slammed his fist on the table, the sound echoing in the silent house. He grabbed his car keys. He had no plan, no destination. He just needed to drive.

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