Rain lashed against the bookstore window, mirroring the apathy that had settled deep in Elias's bones. He wandered the aisles, each worn cover a potential distraction, yet nothing seemed to hold his attention. He picked up a copy of "Wuthering Heights," its pages yellowed and brittle, a faint scent of old paper and something else, something indefinable, clinging to it. He flipped through, fingers dragging across the text, the words blurring into a meaningless pattern. Then, nestled between pages, a folded letter, its ink faded but still legible.

His heart gave a tiny jolt, a flicker of something akin to curiosity. The sender's name was illegible. The recipient, a "Dearest Eleanor," was a stranger, their joys and sorrows now trapped in ink and paper, a world away. Elias sat down on the dusty floor, the book resting on his knees, and began to read.

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