The scent of brewing coffee did little to calm Amelia's frayed nerves. She'd brewed a whole pot, despite only wanting a single cup, her hands moving on automatic. The morning news, blaring from the kitchen radio, grated on her, each headline a fresh irritant. She poured the coffee, the dark liquid sloshing over the rim of the mug, and barely registered it.

Her brother’s phone call. His wife, Maya, was convinced their daughter’s art was more than just childish fantasy. A friendly giant in most of the drawings. It reminded Amelia of her own childhood. She was certain of it.

Amelia grabbed her coat and left the mug on the counter. The kitchen felt stifling. She needed to breathe. The crisp autumn air seemed to offer some solace.

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