The clock on the kitchen wall ticked with infuriating slowness. Sarah tapped her foot, the rhythmic thump a counterpoint to the bubbling soup on the stove. This afternoon had dragged. Even the comforting ritual of cooking dinner couldn’t settle the knot in her stomach. She kept opening and closing the refrigerator door, as if the contents might magically transform and resolve the unease that churned inside her. Dinner was almost ready, but she didn’t feel like eating. A letter arrived – a single sheet of paper, delivered by a bewildered postman. It was a note, and it brought her to a standstill.

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