John stared at the email, the subject line a jarring shock: "Welcome to Fourth Grade, Mr. Harrison!" His own Mr. Harrison. It felt surreal. He pictured himself, a gangly preteen, and the kind eyes that always seemed to see through his bravado. Now, his daughter, Emily, would be under that same gaze. He made a vow to be there for her.

He spent the weekend helping Emily prepare, and they talked about what to expect. He told her funny stories about his old teacher, leaving out the times he misbehaved. He knew she would need his support.

On the first day, he walked Emily to the classroom door, her backpack looking enormous against her small frame. He bent down and hugged her tightly, whispering words of encouragement. He wanted her to know she had a safe space to retreat to.

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