The party decorations, carefully chosen and assembled, suddenly felt like an accusation. Sarah glared at the balloons, bobbing gently in the living room, each one a cheerful reminder of the joyous event she'd planned. But the joy felt distant, muffled. Liam's invitation to his karaoke extravaganza the same evening was a cruel twist of fate, amplifying her unease.

She wandered through her apartment, touching the spines of her books, running her fingers over the smooth surface of a favorite painting. A feeling of internal jostling made it impossible to settle. Everything felt… wrong.

She stopped at the window, watching the pedestrians below, their faces blurred by the distance. An unfamiliar thought arose, fleeting yet potent. Perhaps she'd simply drive, get away, change directions.

She opened the front door, already imagining the open road.

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