The news sliced through Ava like a shard of ice. The dream she had nurtured, the meticulous plans, all shattered in an instant. The crushing disappointment left her feeling numb, empty. The world around her seemed to become muted, less vibrant.

She overheard a conversation between two wealthy classmates, casually discussing their upcoming European vacations, paid for by their families. She felt a sharp, bitter pang. But the resentment quickly morphed into a different feeling.

Later, as she walked past the campus homeless shelter, she saw a student she knew, volunteering. Ava, without a word, joined the student and started helping. The work was exhausting, but it felt right.

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