Rain lashed against the window of Leo’s cramped apartment. He watched the droplets race each other down the pane, each a tiny, pointless competition mirroring his own life. The radio murmured softly, the news reports blending into the general static of his existence. He hadn't left the house in two days.

A text message pinged. It was from his editor. "Great piece, Mark!" the text read, accompanied by a link. Leo knew the piece. He *wrote* the piece.

His jaw clenched. The link led to an article, beautifully presented, under the name “Mark Peterson.” He slammed his fist on the table, a dull thud, the only sound breaking the rhythmic drumming of the rain. The feeling in his chest was heavy, a dense weight preventing him from breathing normally.

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