The screen glowed. A friend request. From Emily Carter. He’d hated her, once. She'd been a tormentor, a queen bee, making his life at school a constant struggle. Her face, still beautiful, stared back at him from the profile picture. He felt the tension in his shoulders.

He knew she probably wouldn't remember him, not really. He was just another face in the crowd of people she’d teased. And yet, he saw the lines around her eyes, the faint hint of a sadness that he knew well.

He recalled his own struggles, his own insecurities. He took a deep breath. Her words, once hurtful, seemed less potent now. He clicked "Accept," a small act of absolution, of moving past it.

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