He’d typed a complaint about the noisy neighbors, intended for his partner. He’d sent it to the neighbors themselves. His cheeks burned. He imagined their reaction: anger, hurt. He knew he should have been more careful.

He’d seen them, a young family, struggling to make ends meet. He was a selfish jerk. He knew it. He pictured their tired faces. He imagined the way he must have made them feel.

He quickly sent a second text: "So sorry! That was meant for someone else." Then, he thought about the best thing to do. He decided to bake some cookies, and bring them over with an extra apology.

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