The humidity clung to her skin like a second layer as Chloe sifted through her great-aunt’s effects, the summer heat mirroring the internal climate of her own apathy. Everything felt like too much effort. She found a box hidden in the back of a closet, a collection of forgotten treasures.

Among them, a series of photographs. Her great-aunt, always described as a timid woman, was posing for a painting, nude and defiant, and with a smile she had never shown in life. Chloe felt a deep, unsettling emptiness, a void that seemed to swallow everything. The world around her swam.

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