She pulled the covers over her head, shutting out the morning light, shutting out the world. The rhythmic chirping of birds outside her window, a morning routine, grated on her nerves. The excitement of the school year, which had been buzzing with anticipation only yesterday, now seemed like a distant memory. She could hear her mother moving around downstairs, but she didn’t want to go down. The thought of breakfast, of pleasant conversation, seemed exhausting. Every movement felt like wading through molasses.

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