Michael adjusted his tie, feeling the fabric constrict his throat. He looked at his father, a man of such quiet strength, a man who had always been a rock. He took a few deep breaths, trying to steady his nerves.

He approached the podium. His father’s gaze was steady, calm. He thought about the small acts of kindness, the quiet gestures of support, that had shaped his life.

“Dad,” he started, his voice a little gruff, “I know you’re not one for big displays of emotion. But I want you to know… I appreciate everything.” He thought of his father working overtime to provide for his family, despite all the stresses. He thought about how his father would always make sure the other kids at the little league had their own baseball bats and gloves.

He paused, then continued, “You showed me the importance of… standing up for what’s right. And… showing up for the people you care about.” He gave a small nod, his eyes locking with his father's.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444