The fluorescent lights of the office hummed, a monotonous soundtrack to a day that blurred into all the others. Evelyn stared at her computer screen, the meaningless data before her swimming. She felt a profound weariness, a bone-deep tiredness that no amount of sleep seemed to alleviate. She picked up her phone to check the time, idly scrolling through her texts. There was a new one. “The bird feeder is empty. Will you fill it? Love.” It was a message to "Susan." She hadn't spoken to her sister in a while, and never, ever filled bird feeders.

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