The attic air tasted of dust and forgotten things. Amelia, her knuckles white as she gripped the splintering frame of an old trunk, finally found it. Inside, nestled amongst yellowed photographs and moth-eaten shawls, was a letter. Her handwriting, childish and clumsy, filled the page. It was addressed to her estranged brother, Daniel. She’d written it after their mother’s funeral, years ago.

She unfolded the brittle paper. The words, still bold and pleading, described the hollowness she'd felt, the yearning for connection that gnawed at her insides. Tears welled, blurring the ink.

Taking a deep breath, Amelia grabbed her coat and car keys. She knew where Daniel lived. It was time.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444