"Dad, you're smiling," Maya said, her voice laced with amusement. I was, I realized. The thought of Mr. Henderson teaching my son, Sam, filled me with a quiet satisfaction. It was Mr. Henderson who helped me overcome my fear of public speaking.

I felt a genuine softness. I recalled the way he had encouraged me, always patient, always believing. Now, my son would have that same guidance.

"He's a good man," I said, my voice softer than usual. I knew Sam would be in great hands, and this gave me great comfort.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494