The hum of the refrigerator seemed deafening. The silence in the house, absolute. He'd flipped through every channel, scrolled through social media, read the same paragraph of his book three times. He felt a need to break free, to burst out of this confining space. The doorbell.

It was young Mrs. Chen, her cheeks flushed, holding a trowel. "Mr. Johnson," she said, her voice upbeat, "I was wondering if I could create a small vegetable patch by the fence? The sun there is ideal." He felt a sharp jab of irritation, a desire to shut the whole world out.

"No," he said abruptly, the word escaping before he could temper it. He felt the need to get outside and *do* something. He shut the door, already halfway to the garage. He had a shed to disassemble.

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