He wandered aimlessly through the reception, avoiding any real interaction. Each conversation felt like a performance, a charade. He felt a weight pressing down on him, a heavy cloak of indifference.

The whole day had felt like a series of obligations, a checklist of social expectations. He had no real interest in the wedding, no joy in celebrating.

Then, as he approached the buffet table, he saw her. Across the room, she was talking animatedly with a group of friends. He felt a sudden pang, a sharp reminder of the past. He turned away, suddenly eager to escape. The room had suddenly become too small.

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