The invitation landed on the kitchen counter amidst a pile of unopened mail. Sarah stared at it, the glossy paper mocking her with its promises of good times and familiar faces. A wave of exhaustion washed over her. She’d been staring at the same crossword puzzle for an hour, the pencil lead barely marking the page. The house felt too quiet, the sunlight hitting the dust motes dancing in the air, a constant reminder of the unfinished chores. Sighing, she finally picked up the envelope, the corners of her mouth turning 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