He stared out the window, the city lights blurring through the rain-streaked glass. His leg bounced, a frantic metronome keeping time with the pounding in his chest. A week of anticipation, of secret whispers and excited planning, had culminated in this: a phone call, a vague apology, and a profound emptiness.

He'd been itching to go out, to do something, anything. The apartment felt like a cage, the walls closing in. He'd imagined the music, the laughter, the surprised looks on everyone's faces when he walked in. Now, the prospect of an evening alone loomed, a vast, unwelcome expanse. He rubbed his hands together, trying to dispel the prickling sensation that had settled in his skin. He needed to move, to get away.

A text message. "Dinner?" It was from Emily, his sister. The relief, unexpected and intense, washed over him, momentarily easing the pressure building within. Maybe. He texted back, "Yeah. Where?"

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