The closing credits rolled on the screen, the final scene of their short film. They had both directed it, poured their hearts and souls into it. Now, it was being reviewed at the film festival. One of them would win.

Across from her, Mark sat, nervously picking at the armrests. He’d done everything perfectly, she thought. He’d composed the music, designed the costumes, crafted a gripping narrative. He was an artist.

They announced the winner. Mark’s name. A feeling of lightness enveloped her as she watched him run forward to claim his prize. He deserved this moment.

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