The chipped paint on the apartment door seemed to mock Amelia. She jabbed the key in, twisting it with a furious energy that had her knuckles popping. Inside, the silence was deafening. It always was, but tonight it felt heavier, pressing down on her chest.

She paced the length of her tiny living room, phone clutched in her hand. The news article, the source of her current agitation, still burned in her mind. “Luigi’s, Closing After 30 Years.” Thirty years! She’d celebrated birthdays there, endured breakups there, found solace in their marinara.

Amelia grabbed her coat, not even bothering to change out of her pajamas. The late hour didn’t matter. She needed to *do* something. Anything.

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