The remote control slipped from Elias’s numb fingers, clattering onto the hardwood floor. He didn't bother to pick it up. The news droned on, a meaningless parade of headlines he couldn't bring himself to care about. He’d been sprawled on the couch for hours, a half-eaten bag of chips his only companion. He reached for his phone, scrolling through social media with the same bored detachment he applied to everything else. A ping. A text. He wasn't expecting anything. “Hey, just saw the blue hydrangeas at the florist. Thought of you. Want one?” It was addressed to "Mom." He stared at the screen, a strange hollowness blooming in his chest. He wasn’t particularly fond of hydrangeas, or his mother.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273