Maya couldn't sit still. Her leg bounced against the worn sofa cushion, a persistent rhythm against the quiet evening. The late-night movie she’d chosen wasn't holding her attention. She picked up her phone, scrolling through contacts, pausing on the name “Mom.” She was tempted to send a casual “Hey, what's up?” but then thought better of it. Instead, she typed, “I can’t sleep.” The message, meant for her best friend, Sarah, slipped from her clumsy fingers, a rogue digital missile, to land in her mother's inbox.

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