The subject line of the email was blunt: "Your Essay: An Example of Success." The essay was his story of overcoming bullying in high school. The experience was something he had sworn to keep in the past. He felt a rush of heat rise up his neck.

He felt the old wounds re-opening. He reread the words, the harsh language he’d used, the raw emotion. He remembered the humiliation, the fear, the anger. Now, it was a lesson, something to be learned from.

He decided to go outside, to take a walk. He needed air. The sun was setting, casting long shadows across the campus. He thought of the people who had hurt him, and he thought of those who had helped him. He felt an intense wave of… connection.

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