The transition to the finance department had been seamless, technically. The new office, the computer, the software – all were in place. Yet, for John, a former member of the human resources team, the environment felt sterile, devoid of anything resembling life. He felt like a ghost, wandering through a brightly lit mausoleum.

His routine was now solely numbers. Hours were spent analyzing data, creating reports, and forecasting budgets. The tasks were clear, precise, and profoundly uninteresting. He found himself staring at the ceiling, thinking of nothing.

He had started arriving late and leaving early. His supervisor had noticed. They had been concerned. John said 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