A headline screamed, “Achieve Your Dreams: An Essay That Inspired!” The subject was his application about his love for his family. He read through the words, his eyes stinging. The story had been praised for its "authenticity." The memory of his grandmother's smile lingered.

He remembered the early mornings spent with his mother, the late-night talks with his grandfather, the comfort of knowing that family would always be there. He felt a mix of pride and… something else. It was difficult to articulate.

He closed the webpage, and reached out for a pen and a pad of paper. He wanted to write a letter to his parents. He thought of all the things he wanted to say. He carefully crafted each word. His heart was at ease.

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