Maya’s fingers drummed a frantic rhythm against the kitchen table. The silence of the house pressed in on her, heavy and stifling. She needed something to break it, anything. She jumped to her feet and began to wash the dishes, though the sink was already empty. Her movements were jerky, agitated.

Later, she returned to the living room, where Leo sat reading the newspaper. She wanted to say something, anything.

"Are you… are you alright?" she asked, her voice tight. He looked up, a puzzled expression on his face.

"Yes, why?" He held up the newspaper. "Learning a little German. What's wrong?" He responded, and Maya’s jaw dropped.

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