The old piano sat in the corner, a monument to a past that felt increasingly distant. Amelia ran a hand across the dusty keys, the ivory cold beneath her fingertips. She’d promised herself she’d start writing again, but the days bled into weeks, the blank page a taunt. Suddenly, from her neighbor's apartment, a familiar rhythm. It was her song, a folk piece she'd written during a summer of heartbreak. She felt a sting behind her eyes, the sudden rise of an emotion she couldn't name. She closed her eyes, the music a knife twisting in her gut. She sank into a chair, the piano now looking accusing.

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