The sunlight streamed through the window, illuminating the dust motes dancing in the air. Sarah carefully folded a stack of origami cranes, each one representing a year of her life. Her friend, Emily, was planning a beach bonfire, which was tough.

Sarah’s phone rang. It was Emily, apologizing that she would miss Sarah's party. She said she felt awful, but Sarah's face softened. “Hey, don’t worry about it. Do what makes you happy.”

As she looked at the finished cranes, a wave of tranquility washed over her. She knew that Emily’s absence would make her own celebration feel a little different, but it didn't lessen her enjoyment of the people who had come. It felt complete.

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