The community art fair. He recognized his brother’s sculpture instantly. It was the centerpiece of a booth, a larger-than-life representation of his work. A younger artist, the one who stole his work, was standing proudly next to it, smiling.

He clenched his fists, the anger bubbling in his stomach. He pictured the months his brother had spent hunched over it, the tireless effort, the dedication. He knew how much it meant to him.

He was silent for a few minutes, watching the chatter and celebration. He knew his brother would probably be devastated. He walked past the booth, his hand reaching for his pocket. He took out his phone to call him, to soften the blow.

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