He had always seemed so… ordinary. Mark, the guy who mowed his lawn every Sunday morning, who wore the same faded baseball cap, who waved cheerfully at the neighborhood kids. Then, the real estate listing arrived in the mail: "For Sale: Stunning Waterfront Estate, Previously Owned by..." His name. It was *his* house.

Mark’s small talk at the next community barbecue seemed different, almost a performance. He joked about his "small" lake house, making a joke about its size. Every time he spoke, I felt a knot tighten in my chest. He was just trying to be one of us, but now he was so obviously not.

The following week, when Mark struggled to start his lawnmower, I walked over to help. There was nothing I could *do*, but the gesture of offering to fix his mower gave me a strange sense of… calm.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344