The email sat in Amelia’s inbox, unread, for three days. Each morning, she’d see the subject line, “Advisor Departure,” and a knot would tighten in her stomach. She’d scroll past it, pretending not to notice. Her fingers drummed against the wooden desk, a frantic tattoo. Finally, she clicked on it. Her advisor, Dr. Chen, was leaving for a position at a prestigious research institute across the country. A wave of heat washed over her, making her palms sweat. She tossed the phone onto her bed, then picked it up again, checking for messages even though she knew there were none. She needed to walk. Needed to *move*.

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