The hum of the refrigerator. The ticking clock. Every sound was an irritant. He felt an intense need to *move*, to *do*. A car pulled into the driveway next door, and Mr. Henderson emerged, heading towards his door. The poplar tree between their houses had to go.

He knew what was coming. He could feel it in his gut. A polite request. A carefully worded complaint. He felt like he wanted to jump out of his skin.

He answered the door, forcing a smile. “Morning, Mr. Henderson.”

“Morning, Tom. I was hoping we could chat about the tree, if you have a minute.” The words flowed easily, each one a nail in a coffin of his patience. “The light, you see. And the mess.” He knew what was coming. He wanted to argue. He wanted to run. “Let me consider it.” He needed action.

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