Maya stared at the ceiling, the bland white plaster a familiar landscape she traversed every morning. School started in thirty minutes. The thought of it made her stomach clench, a feeling she’d become accustomed to. She dragged herself out of bed, the covers clinging to her like a second skin she didn’t want to shed. A notification popped up on her phone: her history teacher, Mr. Davies, had just started following her on Instagram. A small thrill, quickly extinguished. She wasn’t sure why she bothered posting anything. She wasn’t particularly interesting, especially not to Mr. Davies.

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