A small, nondescript package was propped against the front door. The addressee was "Mrs. Evelyn Reed," a name that rang no bells. The prior owner, a quiet man who kept to himself, had moved out weeks ago. I wasn’t sure why, but the package made my throat tighten.

I brought the package inside. I could tell it was light, but not fragile. Carefully, I opened it.

Inside was a collection of photographs. Many were of landscapes and people. One, in particular, caught my eye: a young woman laughing on a beach. It was a beautiful photo.

There was no return address. Just a handwritten note tucked inside. It was very short. I turned it over and read, "Remember the joy." I felt a sudden urge to find Evelyn's family.

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