The dust motes danced in the slivers of sunlight that pierced through the curtains, a silent, pointless ballet. Amelia had been staring at them for hours, a prisoner in her own house. The tasks she should have completed, the errands she should have run, remained undone. The weight of it all was overwhelming.

A real estate agent had contacted her recently, wanting to know if she was interested in selling. Her interest was minimal. Then the agent's email – a link to a podcast detailing a notorious unsolved case that had taken place within her walls. A missing person, a web of deceit. Her home had played a role in it. The story was gripping, but it didn't stir her. She simply sighed, another layer of the weight settling.

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