The attic air hung thick and dusty, catching in Amelia's throat as she hauled another box across the warped floorboards. Sunlight sliced through a grimy window, illuminating dancing motes of dust, a miniature universe of neglect. She’d promised her mother she’d sort through her grandmother’s belongings, a task that, truth be told, felt less like a duty and more like a slow, pointless trudge through treacle.

She slumped against a trunk, the wood cool against her cheek. Inside, nestled amongst yellowed lace and moth-eaten shawls, was a small, leather-bound album. The cover was cracked, the gold lettering barely discernible. Sighing, she opened it.

The first photograph was of her grandmother, younger than Amelia had ever known her, laughing with a man who was most definitely not her grandfather. The story had always been of a devoted, loving marriage. Amelia felt a sudden, inexplicable hollowness, a sensation like a popped balloon.

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