The sales floor vibrated with energy, a cacophony of ringing phones and rapid-fire conversations. For Kevin, fresh from the quiet solitude of the research lab, it was a disorienting experience. He felt exposed, vulnerable, a small boat tossed upon a turbulent sea.

He watched the other salespeople, their faces animated, their voices booming with confidence. He could barely muster a smile. He was asked to give a presentation. He sat at his desk, and did not make the presentation.

He longed for the quiet of the lab, the comfort of data, the precision of scientific inquiry. He felt adrift, untethered, and a profound sense of weariness settled over 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