He stared at the blank screen of his computer, the cursor blinking mockingly. He was supposed to be writing, but the words wouldn't come. He had been asked to catalog the contents of his grandfather's library, a task he'd been putting off for weeks.

He unearthed a shoebox from beneath a dusty shelf. Inside, old photos and letters. One photo showed his grandfather, a renowned scholar, grinning, dressed in a flamboyant costume. It was completely out of character. He had always been told his grandfather was a serious and studious man.

The shock hit him like a physical blow, leaving him momentarily winded, as if someone had punched him in the stomach. He just wanted to go back to bed.

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