Rain lashed against the window of the coffee shop, mirroring the dreary mood that clung to Maya like a second skin. The warmth of the latte did little to penetrate the chill that had settled deep within her bones. She absentmindedly tapped a finger against her phone, the screen reflecting her face – eyes vacant, mouth a thin, colorless line. She was supposed to be working, outlining a presentation, but the words swam before her, blurring into an incomprehensible jumble. Then, a notification. A message popped up: “Remember that ridiculous hat you were wearing? I miss you.” It was sent to “Sarah”, not her ex-boyfriend, Mark. That certainly brightened her day, in a confusing way.

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