The silence of the evening was deafening. Michael sat on the porch, watching the fireflies begin their nocturnal dance. A sharp unease pricked at him; a constant shifting of his weight, a subtle clenching of his jaw. He felt an intense need to be somewhere other than here, in this quiet rural setting.

He tapped his fingers against the weathered wood of the porch railing, the sound echoing in the stillness. The fireflies’ erratic flashes mirrored the chaotic thoughts tumbling through his mind. The thought of staying here, locked in the memories of the past, was a burden he didn't feel he could carry.

He checked his watch for the tenth time in as many minutes. "I need to drive," he mumbled. He stood up, the chair scraping against the wooden floorboards.

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