The school office had called. I was told my daughter, Maya, would be in Mr. Reynolds' class. Immediately, a smile spread across my face. He had been my English teacher.

The stories he’d shared, the passion he instilled in his students – they shaped me. It gave me a feeling of belonging that I still carried to this day. I felt a surge of anticipation, imagining Maya under his tutelage.

At the open house, I saw Mr. Reynolds greeting the parents with his same bright smile. It was like no time had passed at all. I made a point of introducing myself, and he remembered me. My face grew warm and I felt thankful as I considered the bond he would forge with my daughter.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458