"Again?" Bethany heard herself ask, her voice brittle. She'd just finished a plate of scrambled eggs, but found herself drawn back to the kitchen, opening the fridge again. She had no appetite, the news of the university closing pressing down on her.

Her fingers drummed a rapid staccato against the countertop. She'd spent her entire adult life preparing for this, for her degree. Now, everything was crumbling. She slammed the refrigerator door shut.

She walked to the window, watching the campus life, students chatting, rushing to class, not aware of the approaching storm. She took a deep breath, fighting down a wave of nausea. A walk, she needed a walk.

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