A sharp ache throbbed behind David's eyes as he examined the card. His breath caught in his chest. His routine had become a cage. He had been so meticulously regimented, and now, suddenly, there was this thing.

He tossed the card onto the counter. The kitchen, usually so neat, suddenly seemed cramped and stifling. He felt a need to break free, to *move*.

He ripped open the fridge, then slammed it shut. Food felt wrong. He grabbed his keys and rushed outside, letting the cool air hit his face. The car felt too small, the road ahead too predictable. He wanted to go *somewhere*, anywhere.

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