The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Evelyn found herself picking at the peel on her orange, then discarding the fruit uneaten. Her thoughts were a whirlwind, and she felt compelled to do *something*, anything, to escape their grip. She went into the spare room, ostensibly to organize the linen closet.

Instead, her gaze drifted to the dusty filing cabinet against the wall, a repository for old tax returns and forgotten paperwork. She pulled out a drawer, intending to tidy, but her hand lingered on a manila folder marked “Investments.” Inside, she discovered a detailed financial plan, bearing her husband, David's, signature. The account names, the investment strategies... they were completely foreign to her.

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