The chipped teacup, a relic from Great-Aunt Millie, sat precariously on the kitchen counter. Her cousin, Emily, wanted to sell it. The family could not afford to refuse, not anymore. Martha felt a strange, buoyant feeling within her as she looked at it.

She recalled the tales of Aunt Millie, the woman's strength, her wit, her ability to make everyone feel seen and loved. She remembered the teacup, its warmth cradling her small hands as she listened to the stories.

She had a small inheritance. It was meant for a down payment on a house, but, she knew what she had to do. She would arrange a meeting with Emily, and then start looking for a way to purchase the cup.

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