The doorbell rang. Sarah, still in her pajamas at four in the afternoon, peered through the peephole. A florist’s van. She opened the door reluctantly. A large arrangement of mixed flowers, overflowing with color, was presented to her. No card.

She stared at them, a tangle of emotions stirring within her: confusion, maybe even a flicker of annoyance. She shoved them into a vase, then went back to her bed, turning the lights off. She pulled the covers over her head, wishing the world would simply cease.

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