The afternoon light cast long shadows across her desk. The stack of papers remained untouched. The relentless hammering next door made her teeth ache. She drummed her fingers on the desktop, a staccato rhythm against the construction's steady beat.

She couldn’t stay. She stood up, her legs felt like springs, and she felt compelled to be in motion. She grabbed her purse and keys. She needed space. She needed air. Her hands trembled as she locked the door. She had to escape the confines.

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