The attic air tasted of dust and forgotten things. Clara tugged the cardboard box from under the eaves, the scrape of it echoing in the stillness. Inside, nestled amongst moth-eaten blankets, was a stack of her father’s old papers. Years ago, he had passed. She had never fully gone through his things. A folded piece of stationery caught her eye. It was a draft letter. "To Whom It May Concern," it began, his familiar handwriting looping across the page. Her father was a meticulous man, and even this discarded draft was neat. A knot formed in her stomach as she read. She ran her fingers across the smudged words, envisioning her father hunched over his desk, wrestling with his decisions. It was a resignation letter. He’d clearly decided to leave his job as a teacher. The letter detailed feelings of being stifled. She sat down on the dusty floor, the words blurring before her eyes.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344