The city noise, a constant hum, felt particularly invasive today. Sarah huddled in her small apartment, the curtains drawn, the world outside a blurry, irrelevant spectacle. She had lost all interest in going out, meeting anyone, or doing anything.

A message, a fleeting moment of something akin to warmth. Her editor. “Congrats on the article, Sarah!” she wrote. Sarah checked the online publication immediately. The content, the voice, the essence… hers. But the byline read “Clara Jones.”

She felt a wave of emptiness wash over her. She slumped back against the sofa, the phone falling from her hand, the screen reflecting the muted light of the room. It all felt like a bad dream.

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