The dusty road stretched before Maya, endless and indifferent. She hadn’t touched her guitar in weeks, the strings gathering dust in their case, a heavy weight on her soul. The sun beat down, and the desert wind whispered through the scrub brush. A radio in a passing truck crackled to life, spewing out a familiar melody. It was her song, or rather, it was now someone else’s song, polished and slick, broadcast on the airwaves. A lump formed in her throat; a sudden, acute awareness of the empty space inside her, the canyon carved by her lack of creation. She leaned against her car, the heat radiating from the hood against her palm.

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