Mr. Davies was wrestling with the school budget. Another round of cuts meant sacrificing resources for his struggling students. He’d poured over spreadsheets all day, the weight of the situation settling heavy on his shoulders. He reached for a glass of water, knocking over a small, wrapped gift on his desk. He hadn’t noticed it before.

He unwrapped it. It was a framed photograph of a butterfly garden. He squinted at the attached card. “Thank you for helping me find my wings. – Sarah”. Sarah, who had blossomed from a shy, withdrawn student to a confident young woman. He closed his eyes, inhaling slowly. He felt the tension ease slightly from his shoulders. He picked up the phone to call his wife.

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