The emergency phone felt a million miles away. Sarah ran her hand through her hair, a gesture that spoke of frustration, boredom, and a profound lack of motivation. Her gaze drifted toward the ceiling, tracing the lines of the metal panels.

"This is ridiculous," the man beside her muttered, but she barely registered his words.

She had spent the morning staring at her computer screen, accomplishing nothing. The projects, the deadlines, everything felt pointless, a meaningless exercise in futility. It was all a dreary procession of the same dull tasks.

She closed her eyes and the world within did not change. The bleakness of the outside seemed to permeate inside as well.

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