The photo was a silly one of a friend, meant for their group chat. It went to the wrong number: his old high school teacher. He stared at the screen, a wave of nausea washing over him. He imagined the teacher’s disappointment, the feeling of… being let down.

He remembered how the teacher had always encouraged his creativity, how he had believed in him. He hadn't spoken to the man in years. His chest ached with the weight of unsaid thanks. He also knew he'd failed him in the past.

He decided against deleting the photo. Instead, he composed a simple message: "Just wanted to say thanks for everything." He knew it wouldn't fix everything. He hoped it would help.

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