The box sat on the kitchen table, casting a long shadow in the late afternoon sun. Maya stared at it, a knot twisting in her stomach. It had appeared while she was sorting through some old boxes, a box she did not recall owning. She slowly lifted the lid. Inside, a collection of letters, tied with a faded ribbon. Letters she had written to herself. She picked one at random, her eyes scanning the familiar handwriting. The words, filled with ambition and excitement, seemed to mock her. She felt a sudden, profound weight pressing down on her shoulders.

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