The aroma of freshly baked bread filled the small kitchen. Sarah hummed as she arranged a bouquet of sunflowers on the windowsill. The simple act of creating a pretty display was a small joy. A warmth had settled within her, a quiet contentment.

Her best friend, Emily, walked in, her arms laden with grocery bags. "Morning," Emily said. "Remember that time we made that disastrous cake for Mrs. Peterson's birthday?"

Sarah beamed. "Oh, yes! The one that collapsed in on itself? The one that looked like a… a molten volcano of frosting?"

Emily groaned. "Disastrous doesn't even begin to cover it! It was an absolute mess. I still can't believe we messed up the recipe so badly." She began unpacking the bags.

Sarah tilted her head. "But I recall it being a complete triumph. Remember how we worked together, even though we had different recipes? And then how pleased Mrs. Peterson was, she gave us a hug at the end."

Emily stopped. "Sarah… the cake was terrible. Mrs. Peterson didn't hug us, she just stared at it, speechless. And it wasn't the correct recipe to begin with."

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450