He hadn't been to a bar in ages, but the familiar ache in his gut pushed him through the door. The low hum of conversation, the clinking of glasses, did little to penetrate the pervasive hollowness he carried. He sat alone at a table, nursing a beer, the amber liquid doing nothing to soothe his disquiet. Then, the singer took the stage. As the first notes of his own song, a ballad he'd penned years ago, began to flow through the speakers, he felt a strange tightening in his chest. It was a cover, a simplified version, but the lyrics, his words, hit him like a physical blow. The barroom blurred.

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