He stared at the cover of the book. His sister's photograph. The one she’d taken after years of practice, the one she said was a dream come true. Now, it was being used, without credit, to sell a diet pill.

A feeling of helplessness tightened his throat. He saw her face, the way she would react, her passion. She would be furious, crushed. He knew she had poured her soul into this. He closed his eyes for a moment, picturing the moment she took the picture.

He felt something akin to shame for the commercial interests, the way they saw it as so disposable. He took a deep breath. He thought of her dedication, her unwavering belief in her work. He wanted to do something. But for now, he let out a long sigh and went to her place with a bottle of wine.

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