David spent the morning staring at the open tabs on his laptop, none of them holding any interest for him. The application for the marketing position, the same one he and Alex had both pursued, lay discarded on his desk. The email confirmation of his interview sat in his inbox.

His gaze drifted to the window, watching the leaves of a tree sway listlessly in the gentle breeze. He should prepare. He should research. He should do anything to make a good impression. But the thought of it seemed to drain every ounce of energy from him.

"You ready for this afternoon?" a text message popped up on his screen. It was Alex, already buzzing with anticipation. David stared at the message for a long moment, a knot forming in his stomach.

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