The attic air tasted of dust and forgotten things. Clara knelt, her knees protesting the sudden movement, and pulled a dusty trunk from the shadows. Sunlight, slicing through a crack in the boarded-up window, illuminated swirling motes in the air. Inside, nestled amongst moth-eaten blankets, she found it: a letter, written in her own youthful scrawl, addressed to her estranged mother. The words, meant to bridge a chasm, now seemed brittle with time. She carefully unfolded the fragile paper.

Her chest constricted as she began to read the familiar handwriting. Each looping letter, each crossed 't', was a whispered echo of a pain she hadn't known she still carried. The letter spoke of loneliness, a yearning for connection she recognised in the faces of her own children. Tears welled, blurring the ink. She imagined her mother, all those years ago, receiving this unspoken plea.

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