The coffee tasted like ash in her mouth. She stood on her porch, her gaze darting from the untended rose bushes to the meticulously trimmed hedges of her neighbor, Mr. Henderson. A car door slammed down the street, and she tensed. It was him, a small, weary figure trudging up her front path. She knew what he wanted.

"Good morning, Sarah." Mr. Henderson’s voice was as steady as the rhythmic tick of a clock. "I was hoping we could chat about the maple on the line." Her hand instinctively went to her neck, where a persistent tightness was already settling in.

"Of course," she said, her voice strained. The thought of this discussion made her feel like she was caged.

He launched into his spiel about the tree's encroachment, the leaves clogging his gutters. All she could focus on was the urgency to be anywhere but there. She wanted to *move*, to tear something down, to *do* something, anything to quell the buzzing inside her.

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