He paced. Back and forth. The hardwood floors squeaked beneath his restless feet, echoing the frantic rhythm of his thoughts. He kept looking at the package, the box, sitting innocently on the counter. Addressed to "Ms. Genevieve Dubois." The previous resident. He’d never met her, but he knew the name.

He had no reason to open it. It was clearly a mistake. Yet, his gaze kept returning to it. He needed to be doing something. Anything. He picked it up, feeling a thrumming tension in his chest.

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