He paced the length of the living room, the Persian rug a familiar map under his bare feet. Sunlight streamed through the window, illuminating dust motes dancing in the air, a visual representation of the chaos within. James had been dithering all day, unable to settle on a single task. He finally slammed down onto the couch, the cushions collapsing under his weight.

He noticed a forgotten box tucked away behind the television. Inside, a leather-bound journal. He flipped it open, the pages brittle and yellowed. A handwritten note, pressed inside, fluttered to the floor. It was a letter, penned in his younger hand, addressed to his estranged father. It spoke of ambitions, of dreams deferred, of a deep-seated dissatisfaction he had never addressed. A flush crept up his neck; he felt exposed.

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