The humidity clung to Ethan's skin like a shroud as he leaned against the porch railing. The air hung thick and heavy, the cicadas' incessant chirping amplifying the turmoil inside. A letter had come earlier, a solicitor's official notice, that informed him that he had a sibling, a sister named Chloe. His stomach had lurched when he read the words.

He pulled his baseball cap lower, shielding his eyes from the afternoon sun. He wanted to sit still, but his legs wouldn’t allow it. The porch seemed to shrink around him, the space suffocating. The revelation had unleashed a torrent of conflicting emotions: confusion, anger, and a bizarre, unsettling curiosity.

He needed to *move*, to find a place where he could think, a place where the weight on his chest would ease. He took a deep, shaky breath, the humid air doing little to soothe him.

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