The attic air tasted of dust and forgotten things. Clara dragged her feet across the warped floorboards, the effort of it exhausting her. Another Tuesday. Another day the sun blazed through the window, offering warmth she didn’t feel. She’d promised herself she’d get the cobwebs off the old window, but the thought of it sat in her stomach like lead.

She’d been meaning to explore the attic since she moved in, a month now. The realtor had mentioned the previous owners were "eccentric," and that the attic held some of their belongings. Now, boxes overflowed with yellowed lace, moth-eaten hats, and a chipped porcelain doll with vacant eyes. Clara sighed.

Her fingers trailed across a faded velvet case. Inside, a silver locket lay tarnished, etched with initials. She felt a flicker, a tiny spark of curiosity, but it faded almost immediately. She closed the case, the weight of the unopened secrets pressing down on 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