The air in the engineering department felt thick with dust and the scent of metal. He had been transferred from the human resources department. It was a move he didn't ask for. He had not wanted it. He didn't want anything.

He stared at the blueprints, his mind a blank slate. He felt a deep sense of apathy, a pervasive lack of interest in the tasks before him. He had nothing to say to his new coworkers.

He spent his breaks alone, wandering the halls, staring at the walls. He was tired, but not sleepy. He felt as if a weight was pressing down on 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