The flyer, carelessly taped to a lamp post, caught Emily's eye. She barely registered the words before. Her mind struggled to process. It was like her ability to comprehend had been dulled.

Her usual routine felt impossible to maintain, each task a burden. She lost her appetite. She couldn't focus on her studies. The vibrant colors of the campus, the laughter of her classmates, all seemed muted, distant.

She spent most of her time lying in bed, staring at the ceiling, feeling as if the life had been squeezed out of her. The world felt muffled. The future seemed a distant, unapproachable place.

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