The familiar rhythm of the piano seemed to mock Emily. She sat on the bench, her fingers hovering over the keys. She had practiced the piece a thousand times. Now, the music sounded…flat. The notes felt dead beneath her fingertips.

She should have been practicing for the upcoming recital, but the thought filled her with dread. The words from the coach still echoed in her head. All of her practice, all of her hopes. Gone. It all felt like a waste of time. She struck a chord, but it didn't sound right. She stopped.

She stared out the window at the rain. Everything, she thought, was just…grey.

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