The email was another nail in the coffin. Train the replacement. The thought of reliving the routines, of repeating the same information, filled him with a profound sense of… something. He couldn't quite name it. The office felt like a cage. He stared out of the window.

The new hire, a young man with a boundless supply of energy, arrived at his desk, and he felt a knot of dread twist in his gut. He barely acknowledged him, pointing toward the computer. "Log in there," he said, his voice a monotone. He felt the slow, creeping darkness.

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