He stared at the email, the words blurring before his eyes. They wanted him to train the new hire. He knew the drill. The same routines, the same office politics, the same feeling of emptiness. He had poured all of his passion into this job a long time ago. He felt a constant, low-level hum of emptiness.

The new employee, a young man who looked too young to shave, arrived with a smile plastered across his face. He offered his hand. Daniel barely made eye contact. He led the kid through the office. Everything felt like a slow, deliberate march towards nothing.

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