The discovery left David feeling as if the wind had been knocked out of him. His photographs, the ones he'd poured his heart into, were now credited to a 'Julian Thorne'. He scrolled through the gallery, his stomach churning with each click. He remembered the long days, the solitude, the search for the perfect shot.

He did some research. Julian Thorne was a well-known photographer, renowned for his landscapes. David found a profile of him, and he pictured him, the artist, the persona. He wondered if Thorne even knew.

He stared at the images, his own images, now belonging to someone else. The pain was real, but it was coupled with something else: a strange understanding of the pressures and complexities of the art world. David sighed, and closed his laptop.

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