The sunlight streamed through the dusty windows, illuminating swirling motes of dust in the air. Sarah sat on her porch swing, the rhythmic creaking a hollow counterpoint to the chirping of crickets. The social media alert. Mark. The ringleader. The man who made her life a living hell. She was tempted to look at his profile, to see what had become of the boy who had revelled in making others miserable. But she didn't want to.

Her hands were clasped loosely in her lap, and her shoulders slumped. Each breath felt like an unnecessary effort. She hadn't even finished reading the novel on her lap, the pages a reminder of the goals she wasn't achieving. She pushed herself upright to go inside, wanting to make herself a sandwich, but there was a significant lack of conviction in her movement.

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