The cramped confines of the art gallery felt like a prison cell to Oliver. He was a man accustomed to freedom, to movement, and the stifling atmosphere of the opening night reception only amplified his disquiet. Every conversation felt forced, every smile a strain. He was itching to escape.

He excused himself to the bathroom, avoiding the crowds. He felt a deep, inner need to be somewhere else. Anywhere else. He wanted to go home, but not to the party. He wanted to feel like himself again.

When he arrived, he found his wife, Martha, at her desk. She’d been working on a new project. He was surprised. He didn't know anything about it. He took a seat in her chair, and opened her laptop. The file he found was titled, "The Man Who Paints Roses."

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