It was as if the colors had faded from his world. Everything appeared muted, flat, lacking vibrancy. He’d gone to a used bookshop, seeking some kind of stimulation, but he had no true expectations. He chose a copy of “The Odyssey,” its cover torn and its spine cracked. He felt a sense of obligation to escape, but even the idea felt like a chore.

As he settled into a worn armchair and opened the book, a small, pressed flower – a forget-me-not – fell out, accompanied by a letter. The paper was thin, almost translucent. "I hope you are well," it began. The words continued, describing a world filled with sunlight and laughter, a stark contrast to his own bleak reality. He read the letter twice, a tiny spark of something, a distant memory of joy, flickering within 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