He moved through the day with the sluggishness of someone underwater. The office air felt thick, each task demanding an unreasonable amount of effort. Lunch was a missed affair, a forgotten sandwich slowly wilting in the break room fridge. Then, the email. "Giovanni's," it read. The Italian place he’d frequented for years, the place that always brought a flicker of joy, was shuttering its doors. A wave of exhaustion washed over him; he pushed his chair back, the creak of the wheels echoing in the empty space around him.

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