The attic air hung thick and dusty, catching in Amelia's throat as she hauled another box across the warped floorboards. Sunlight sliced through a grimy window, illuminating dancing dust motes that seemed to mock her. She felt like a caged bird, pacing in a space far too small. Her fingers fumbled with the latch, her breath coming in shallow gasps.

Inside the box, amongst moth-eaten shawls and forgotten toys, lay an album bound in cracked leather. She pulled it out, a tremor running through her. Her grandfather, a war hero according to family lore, always spoke of his stoicism and unwavering courage.

Flipping through the pages, she saw a picture of him grinning, leaning against a vintage car, arms wrapped around a woman with fiery red hair. The caption read, "Papa and Rosie, summer of '38." The story she always heard was different. The official story spoke of a quiet farm girl and a life of simple pleasures. A knot formed in her stomach.

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