Michael clutched the worn photograph tighter, the edges softened with time. It was a picture of him and his online gaming friend, Alex, photoshopped together with silly alien hats. Alex had always been there, a consistent presence in his life when his school life was tumultuous.

The doorbell chimed. Michael swallowed, his throat tight. He opened it to find Alex, slightly taller than he imagined, a hesitant smile on his face. Their embrace was awkward, but underneath, a shared understanding pulsed.

They went out to their favorite pizza place, the shared joy of the familiarity of their inside jokes filling the air. Michael felt a lightness he hadn't known he possessed. Every shared glance, every joke, every shared memory suddenly had so much more depth, and the feeling was rich and welcome. He felt a deep comfort.

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