The floorboards creaked under Amelia’s feet as she paced the length of her living room. Sunlight streamed through the blinds, painting stripes across the worn rug. She’d already rearranged the furniture three times today, a futile attempt to appease the storm brewing inside her. Suddenly, the insistent buzz of the doorbell sliced through the quiet. It was Mrs. Gable from next door, her face a mask of disapproval. "Amelia, dear," she began, her voice tight, "the music is simply deafening. Could you possibly turn it down?" Amelia mumbled an apology, immediately reaching for the volume knob. Her hands felt clumsy, the apology hollow.

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