“Are you hungry?” Jessica asked, her voice cracking slightly. She couldn't sit still. She picked at a loose thread on her sleeve. She glanced again at the control panel, though she knew it was pointless. She wanted to scream.

Her colleague, Tom, was humming tunelessly, clearly unfazed. Jessica shifted her weight from one foot to the other. She tapped her fingers on her leg, a frantic beat. She pictured herself outside, breathing fresh air, feeling the sun on her face. Her breathing quickened, a shallow, rapid rhythm.

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