The chipped porcelain doll, a treasured heirloom from his childhood, was being put up for sale. Leo's cousin had made the announcement with a detached tone, citing a need for funds.

He walked through the familiar streets, the sounds of the city fading into a dull roar. The bright lights of the shops seemed to glare, the cheerful faces of passersby irritating.

He remembered holding the doll, the smooth feel of her skin, the comforting weight. It was a tangible link to a simpler time, a time before the world seemed so complicated.

He found himself wandering, aimlessly, through the park. He felt detached, removed from the world. He slumped on a bench, a deep, pervasive sense of loss weighing him down.

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