He’d stopped shaving three days ago. The mirror, usually a source of mild vanity, now held a stranger. David slumped on the park bench, the cold seeping through his thin jeans. The vibrant autumn colours around him, the crunch of leaves underfoot, were all just… background noise. He’d lost his appetite for everything, even the sourdough starter he usually doted on.

His phone buzzed. Another email, this one with the subject line, "An Invitation." Curious, he opened it. It was from a literary agent, praising the "compelling narrative" of his life. Attached was a manuscript, “The Ordinary Extraordinary: The David Miller Story.”

He closed his eyes, a strange sense of… emptiness, washing over him.

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