The afternoon light filtered weakly through the attic window, casting long shadows across the dusty floor. Clara had been charged with clearing out her mother's possessions, a task she approached with a sense of utter detachment.

She opened a box labeled "My Precious." Inside, she found it: a treasure trove of school assignments. Essays, artwork, tests, all meticulously preserved. Her mother, the archivist of her own life, had held onto everything.

She picked up a handwritten poem, the words flowing across the page in a way that felt foreign, even alien. A strange, muted sense of apathy descended upon her. She sat down, her back against the wall, a wave of weariness stealing over her.

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