The apartment felt oppressively quiet. Sarah had been drifting, days blurring into a monotonous cycle of toast and television. She needed something – anything – to break the cycle. Seeking a different environment, she found herself in a small, cluttered antique shop, the air thick with the scent of aged wood and forgotten things. She ran a hand along the spines of the books, drawn to a volume of poetry.

As she opened it, a small, dried flower fell out, followed by a neatly folded letter. It was written on stationary with a delicate floral design, the ink a faded blue. Her fingers trembled as she unfolded it, the paper thin and fragile. The handwriting was elegant, almost too perfect. "My dearest, the world feels dull…" the letter began, and Sarah felt a sudden, sharp pang of recognition.

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