The park was supposed to be a place of respite, but the chirping of the birds, the laughter of children, all grated on David's nerves. He sat on a bench, the unfinished crossword puzzle in his lap mocking him. He just couldn't seem to muster the energy to care.

His phone buzzed. An email. From the online journal he’d submitted a short story to. Excitement, a rare sensation, flickered briefly. He opened the email. Rejection? No, a publication notice! But… under whose name?

His hands shook as he clicked the link. The screen displayed his story, his words, beautifully formatted. The author’s name: “Emily Carter.” He stared at the name, a cold knot forming in his throat, and the park, once a potential escape, felt like a cage.

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