Rain hammered against the window, blurring the city outside into a watercolor mess. Amelia stared at her reflection in the glass, the lines etched around her eyes more prominent than she remembered. She felt… heavy, like she was wading through molasses. The air in her cubicle was thick, stale. She’d been staring at the same report for hours, the words swimming before her.

Then she heard the animated laughter erupt from the break room. A new hire, fresh out of college, was regaling everyone with a story. Amelia knew, somehow, what was coming. And she was right. Later, over lukewarm instant coffee, she accidentally saw the new hire's pay stub. A hollow feeling spread through her chest. It was more than she made, after five years.

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