The speech felt less like a celebration and more like an obligation. The words felt heavy, and he found himself losing his train of thought every few seconds. He just didn't care.

He arrived at the party and nodded politely. The venue was brightly lit and filled with happy people. He felt a profound sense of isolation and retreated to the bar.

He nursed a drink, the amber liquid doing little to warm him. He watched the others laugh and joke, their enthusiasm a foreign language. He found himself staring into his glass, the swirl of the ice a captivating distraction.

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