A lump formed in Leo's throat as he stared at the email: "Surprise cancelled. Due to unforeseen circumstances..." His jaw tightened. He'd poured his heart into organizing Ben's party - a gathering for Ben's promotion, a celebration he knew would mean the world to his friend.

He scrolled through the guest list, each name a tiny spark of joy he'd carefully cultivated. He imagined Ben’s reaction, the way his shoulders would slump with the realization. Leo bit his lip. He could sense the sting of disappointment, a familiar pang.

He grabbed his phone. He had to call Ben, had to find a way to soften the blow. He knew, he really knew, the feeling of things not working out. He felt a deep connection with the situation.

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