The phone rang and I eagerly answered. It was Liam, confirming he'd be able to make it to my party. I felt an almost overwhelming wave of happiness. He had his own party on the same day, a huge affair, but he was choosing to celebrate with me as well.

I had meticulously planned a small gathering at my apartment. My closest friends would be there for a cozy night of movies and pizza. I paused, taking in the scene. The apartment felt warm and full of life.

I felt a profound sense of peace. The simple act of preparing for my friends, the thought of their presence, wrapped me in a secure, comforting feeling. I was fortunate to have such people in my life.

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