A lump formed in Mr. Henderson’s throat as he read the email. It was from Emily, a former student who’d always been a bit shy and unsure of herself. The subject line read, “Thank you.” He'd spent a lot of time with Emily, helping her navigate some particularly difficult family issues during her senior year.

The email went on to describe her first job, her small apartment, and how she was finally feeling a sense of independence. The last paragraph included a line about how his guidance had made a difference. He reread it twice, blinking away the slight sting in his eyes. He felt a deep sense of satisfaction.

He leaned back in his chair, the glow from the computer screen reflecting in his glasses. He made a mental note to send a simple reply: wishing her all the best. Then, he decided on something more, deciding to send a small, personal congratulatory gift to her as a token of his appreciation.

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