The silence in the house pressed down on him. Each tick of the clock was a hammer blow against his frayed nerves. He’d rearranged the living room furniture twice, dusted the shelves, and still the feeling remained, a jittery energy that demanded release. He was examining the imperfections in the paint on the walls when the bell rang.

It was Maria, from next door, her arms loaded with gardening tools. “David,” she said, her voice bright, “I was hoping you wouldn’t mind if I used a small section of your yard to grow some herbs. You never seem to use that spot, and it gets such good sun.” He swallowed hard, a dry, scratchy sensation. The thought of someone *else* cultivating the earth felt incredibly wrong.

He managed a weak smile. “I’m… uh… considering some landscaping.” He needed an escape. He turned and retreated inside, the weight of the impending conversation pressing down on him. He felt trapped. He needed to be moving, to be *doing* something.

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