"More flowers, Mrs. Petrov?" the building concierge asked with a smile. She just nodded, accepting the bouquet of lilies. She felt a vague irritation at the attention. She didn't bother to ask who had sent them, knowing the answer wouldn't change anything.

Back in her apartment, she set the flowers on her antique piano. The ivory keys gleamed dully in the dim light. She ran her fingers across the keys, not playing, but simply feeling the smooth, cold surface. She felt distant from the world. A cup of tea would be nice, she thought, but even that felt too much of an effort.

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