He saw it on the cover of the magazine. His wife's intricate illustration, but the artist credit was different. Her illustration, used for advertising. She had poured her heart into the project.

A wave of frustration washed over him. He felt the familiar prickling of tears behind his eyes. He pictured her face, the quiet joy she took in her craft. He saw the hours of work, the dedication.

He felt his own chest ache. He thought about confronting the publisher, but it seemed such a small step. He put his head in his hands. He wished he could help her.

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