He felt a physical need to *move*. To be in motion. His muscles twitched, and he felt a pressure building behind his eyes. He’d left the house on impulse, driving aimlessly, the road blurring before him.

The neon sign of the pawn shop beckoned, a beacon in the darkening city. He parked, the sudden quiet of the engine a relief. The shop's interior was cluttered, the air thick with the scent of old leather and forgotten things.

He saw it immediately. The distinctive design. The way the light caught the facets. The ring, the one that meant everything. The object that bound him to the past.

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