The doorbell chimed, a cheerful sound that felt misplaced in the muted gray of her afternoon. She shuffled to the door, the soles of her slippers barely making a sound on the hardwood. A delivery man stood there, holding a bouquet of vibrant sunflowers. He asked for a signature and she obliged, her hand feeling heavy as she scrawled her name.

She carried the flowers inside, the heavy scent of pollen filling the air. She couldn't remember the last time she'd received flowers. She placed the bouquet on the kitchen table, the bright yellow petals a stark contrast to the chipped paint and the dishes still piled in the sink. She wondered who they were from, but there was no card. Sighing, she moved to the couch, picking up the remote and aimlessly flipping through the channels.

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