The weight in her chest, which had been there for weeks, began to dissipate. She had braced herself for negativity, but instead, the response to her teenage diary was overwhelmingly positive. Strangers had shared their own stories, creating a sense of community and support that she had not anticipated.

She decided to go to the park, where children were playing, to spend the afternoon. She brought with her the book her mother had read to her when she was a child. The sun felt warm on her face.

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