The afternoon light streamed through the kitchen window, illuminating the dust motes dancing in the air. He’d cleaned the same spot on the counter four times. His leg bounced. His thoughts raced, a whirlwind of unfinished tasks and unspoken anxieties. A knock.

It was Emily, a woman known for her vibrant flower gardens. She held a small, weathered seed packet. "Hey, Daniel," she began, a friendly smile on her face. "Would you be alright if I planted a few zinnias along the fence? That spot gets so much sunlight." He felt a tightening in his chest.

“I… I don’t know,” he said, his voice flat. He had a sudden, urgent need to walk, to run, to leave the house, the neighborhood, the whole damn situation behind. He forced a smile. "I'll think about it." He stepped back, closing the door and bolting it.

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