The antique shop was stifling, the air thick with dust and the scent of aged wood. Elias ran a hand over a tarnished silver mirror, his fingers drumming a nervous rhythm against the cool metal. He’d already browsed every aisle twice, each object failing to hold his attention for more than a fleeting moment. His leg jiggled incessantly, a nervous tick he couldn't seem to control. A sudden chime from the front door sliced through the quiet, and a woman with fiery red hair entered, her eyes scanning the room with a similar intensity.

She approached him, a small, worn leather-bound book clutched in her hand. "Do you know anything about the markings on this?" she asked, her voice carrying a tremor.

Elias squinted at the symbols, a familiar heat blooming in his chest. "Yes," he blurted out. "Those are…they're characteristic."

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