The vibrant city seemed muted, its cacophony of sounds reduced to a dull murmur. The taste of food held no appeal; even her favorite meals seemed to leave her indifferent. She wandered through the streets, her feet carrying her aimlessly, the energy of the crowd failing to penetrate her internal fog.

The postman delivered a letter, addressed in a hand she remembered well, a hand that once held so much meaning. It was an apology. A sincere expression of remorse, years after a devastating betrayal.

She found herself sitting on a park bench, the letter clutched in her hand, the words blurring before her eyes. The letter felt heavy, but she wasn't sure if it was physically or emotionally. She sighed, her breath misting in the cool air, and the letter seemed to get heavier still. She stood up and continued walking, alone in the gray expanse of her world.

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