The weight of the world seemed to lift as I walked through the door. The familiar scent of coffee and cinnamon greeted me. I found my wife, Sarah, at the kitchen counter, meticulously writing something on a notepad.

She looked up, a shy smile on her face. "Hola, cariño," she said, her voice soft. "I made you a list of things to do this weekend." The note was in Spanish.

She'd been spending so much time on it. The way she cared, the thoughtfulness of the gesture, it brought an enormous warmth to my heart. I knew that whatever challenges lay ahead, I wasn’t alone.

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