The weight of the party invitations pressed down on Leo. He and Mark had always shared a birthday, a tradition spanning twenty years. Now, Mark had decided to throw a massive club night, a complete contrast to Leo’s planned board game evening. Leo understood the allure of the big event, the thumping music, and the flowing drinks. He missed the old friendship.

He ran a hand through his hair, a knot forming in his stomach. He pictured Mark, laughing and dancing with his new friends, completely immersed in the revelry. It felt isolating.

Leo meticulously prepared the snacks, arranging the cheese and crackers just so. He chose Mark’s favourite board game, the one they used to play for hours. “It’s okay,” he muttered to himself, his voice sounding hollow. He hoped Mark would find the evening memorable, one way or another.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296