Sarah watched her mother, a teacher, as she greeted her friends and colleagues. The time had come for her to retire, and while everyone was happy, Sarah felt a little sad. She knew how much joy her mother took from teaching.

She took a deep breath, and stood before everyone. She talked about the joy her mother felt when students finally grasped concepts, her boundless energy. She described all the years of lesson plans, grading papers, and after-school clubs. Sarah knew the job had defined her mother, and also provided her with the ability to give to others.

When she finished, her mother came forward, and held her hand. There was nothing more that needed to be said. The gesture was all they both needed.

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