Rain lashed against the window of the coffee shop, mirroring the turmoil inside Leo. He’d seen the photo online - a stranger flaunting his 'Crimson Echo' design as a shoulder piece. He felt a strange sort of pang. He wanted to shout; to rage.

He forced himself to stay. He watched the man across the room, absorbed in his laptop. The guy seemed unconcerned. He looked like he was barely 20 years old. He sighed. It was just a design. Just a piece of his art.

He ordered another coffee and watched the man leave, catching a glimpse of the tattoo as he shrugged on his jacket. It was a perfect copy, rendered with stunning precision. Leo felt a curious ache in his chest, a deep and unnamable sensation. He thought of the artist, maybe with some kind of ache in their heart, too. He wanted to stop him. He wanted to hug him. He felt overwhelmed.

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