The heat of the day seemed to press down on her, making her skin feel clammy. She’d promised herself she’d start the gardening, but the task felt onerous. Instead, she found herself wandering aimlessly through the cluttered house, unable to find a single thing to satisfy her.

She happened upon a trunk in the spare room. Inside, she unearthed an assortment of faded photographs. Her uncle, a quiet, reserved man who rarely spoke of his youth, was caught in candid moments. She saw him smiling in a group of friends, all of them looking carefree and wild.

One photo depicted him, clearly drunk, wrapped in the arms of a woman. It was captioned, "The good old days." The narrative she had was one of dedicated service and honorable behavior. A strange tightening in her chest made her step back.

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