The old house creaked as Emily explored her grandmother’s attic. Sunlight poured through the grimy window, illuminating a collection of boxes overflowing with papers. One box, labeled "Little Emily's School Stuff," caught her eye.

She pulled out a drawing of a lopsided house, crayon scribbles radiating from it like sunbeams. Her grandmother’s handwriting, small and neat, scrawled a note on the back: "My sweet girl."

Emily felt a warmth bloom in her chest. She remembered her grandmother, always patient, always kind. The past felt suddenly very close, almost tangible. She closed her eyes, imagining her grandmother, her face soft and loving.

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