The invitation felt like a summons, a call back to a past Emily thought she had buried. She thought about how much everyone had to deal with. She thought of her friends, and the ones she never knew, who had struggles that she did not know about. It was important to go.

She started working on a project. She pulled out old photos, the ones she’d taken of her classmates throughout high school. She wanted to create a collage for each person. That took a while.

At the reunion, she took a deep breath. She sought out Mrs. Gable, the history teacher who always had a kind word for everyone. "Mrs. Gable," she said, her voice a little shaky, "I just wanted to thank you for everything. You always made us feel like we mattered." Mrs. Gable, surprised, smiled and squeezed her hand.

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