The chipped porcelain doll sat on the dusty table, its painted eyes seeming to follow Clara. Sunlight streamed through the window, illuminating the cracks in its face, a roadmap of years gone by. Her Aunt Millie, in her shaky voice, had asked if she’d be interested in taking it. Clara knew what that meant. Millie needed money.

Clara reached out, her fingers tracing the delicate curve of the doll's cheek. It was the only thing she had left from her childhood visits to Millie's, the scent of lavender and old books still clinging to its dress. A lump formed in her throat.

"It's just... it's been with me forever," Millie said, her voice catching. "I don’t know what else to do."

Emotion: sentimental

Cluster: Nostalgia / Reflection
PC1 (Valence): 0.89 Positive
PC2 (Disposition): -1.58

Role in Research

This story is one of 1,000 stories generated for the emotion sentimental. 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 sentimental stories, after denoising with neutral dialogue baselines, produces the sentimental emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sentimental vector is projected through the unembedding matrix.

Promoted:
L0.677
fondly0.567
memories0.503
0.488
reminis0.466
Suppressed:
either-0.515
or-0.488
[]-0.473
--0.408
не-0.396