He picked at the lukewarm food on his plate. The bustling restaurant, usually a source of comfort, now felt like a prison. The chair across from him, usually occupied by his advisor, Ms. Lee, was empty. A brief email.

He had no appetite. He pushed the plate away, the metal fork clattering against the ceramic. His fork felt heavy in his hand.

He felt an unfamiliar sluggishness in his movements. The conversations around him seemed distant, the laughter hollow. He paid the bill and left, the city lights blurring before his eyes.

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