The old refrigerator hummed a monotonous tune, a sound that grated on Leo's nerves. He stood in the kitchen, staring into its cavernous depths, as though searching for a solution to an unsolvable riddle. A peculiar tension filled him, like a tightly wound spring waiting to release. He had been cooped up in this house since arriving, and he felt a desperate desire to be somewhere else.

He slammed the refrigerator door shut, the noise jarring. Outside, the wind howled, rattling the windowpanes. He felt compelled to do something, anything, to break the monotony. His hands fidgeted, picking at a loose thread on his jeans.

"I need to get out," he muttered, his voice barely audible above the wind’s lament. He turned and headed for the front door, the knob cool beneath his hand.

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