The coffee tasted like ash in her mouth. She’d made a fresh pot, then poured it down the drain three times in as many hours. The morning sun, usually a welcome guest, felt like a spotlight on her agitation. Her hands, usually steady, were now twitching. A knock at the door.

It was Mr. Peterson, his face creased with a friendly smile, holding a packet of seeds. “Good morning, Martha! Thinking of starting a little garden, and I was wondering…” He gestured towards the side of her house. “Would you mind if I borrowed a bit of your space?”

A frantic heat flared within her. She bit down on her lip, a nervous habit. The thought of sharing her space, of the intrusion, was unbearable. “I… I have plans,” she blurted out, her voice higher than usual. “Very involved plans.” And with that, she slammed the door, the impact reverberating through her entire body.

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