The bustling activity of the marketing department overwhelmed her. The constant phone calls, the meetings, the fast pace - none of it resonated with the quiet, methodical approach she preferred. She had been moved from the archives department, a place she had once found comforting.

She sat at her new desk, surrounded by the bright colors and energetic chatter of her colleagues. The new job was not difficult, just uninteresting. She had a headache most days.

She had begun to avoid her coworkers. She ate her lunch at her desk, staring blankly at her computer screen. The tasks were clear, but she couldn't find the motivation to complete them. The new job seemed useless.

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