"So, what do you *want* to do?" Maya's roommate, Sarah, asked, her voice brimming with a life Maya couldn't seem to muster. Maya just shrugged, the gesture feeling as heavy as a lead weight. The news about Professor Ramirez had been a blow, the guiding light she’d followed for three years, extinguished. Even the colorful posters in her room seemed to have lost their vibrancy, the walls closing in. The thought of starting anew with a new advisor filled her with a profound, unnamable dread. She picked at a loose thread on her jeans, the frayed ends a perfect emblem of her current state.

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