The office was quiet, the fluorescent lights humming a monotonous tune. Michael stared at the friend request, a cold knot forming in his stomach. It was from Kyle, the kid who had relentlessly teased him about his weight in high school. The past seemed to loom over him, even now. He hadn't bothered to work today, and the unread emails on his computer stared back at him.

He felt like a pebble trapped at the bottom of a deep well, unable to move or break free. He took a sip of his cold coffee, the metallic taste doing nothing to rouse him from his apathy. He rubbed his temples, hoping to dispel the dull ache.

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