He ran his hand through his hair, leaving a trail of dampness across his forehead. The humidity clung to him, a physical manifestation of the unease that churned inside. The air hung thick and heavy, mimicking the weight in his stomach. He’d been bouncing his leg for an hour, even while trying to watch the news. The doorbell chimed, a shrill interruption to the hum of the air conditioner.

It was Mr. Henderson from next door, clutching a gardening glove. “Say, Mark,” he began, a hopeful gleam in his eye, “that strip of land by your fence… any chance I could plant some tomatoes there?” Mark felt a sudden, sharp urge to flee, to be anywhere but here, facing this simple request.

“I’ll need to… consider it,” Mark stammered, already plotting a sudden, urgent trip to the hardware store. “I'm busy at the moment." He shut the door a bit too firmly behind him. He needed an activity. Something, anything, to quiet the internal whir.

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