The ballroom glittered with fairy lights. As soon as I saw him, my heart started thudding a rapid tempo. It had been such a complicated time after our split. But, seeing him now, across the room at Emily and Tom’s wedding, it was… fine. He looked healthy, happy, even.

Later, during the buffet, we ended up side-by-side in the food queue. "Emily looks stunning," I said, trying to keep my voice neutral. He agreed, adding a comment about the incredible catering. The conversation, effortless, flowed.

He asked about my new job, and I enthusiastically described my recent successes. When he smiled, I felt a warmth spread through my chest, like the sun. I realised the years of resentment were gone. The hurt. All gone. It felt… liberating.

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