The air inside felt stale, even with the windows open. She kept jumping up and down, doing laps around her kitchen island. Her muscles ached for movement, but she couldn't seem to focus on anything. The urge to flee was overwhelming. A hesitant knock at the door.

It was Mr. Davis, his hands calloused from years of gardening, carrying a small, worn watering can. "Excuse me, Susan," he began, his voice hesitant, "I was hoping… would you mind if I took advantage of that sunny area on your side of the yard for a small herb garden?" She felt her jaw clench.

She took a deep breath. “I’m sorry, but no,” she said, her voice tight. She needed to escape. She immediately turned and marched towards her car, the engine, a welcome promise of motion.

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