The aroma of roses and lilies filled the air. Seeing David, she braced herself. It had been years, but the sting of their breakup still had the capacity to cause pain. However, as he walked towards her, a polite smile on his face, the sharp edges of that pain softened.

He extended his hand, "Congratulations to the happy couple." His voice was steady, calm. She realized she felt… relieved. The animosity she had anticipated simply wasn't there.

They found themselves at a table near the dance floor. He was engaged now, she learned. He spoke of his future wife with genuine affection. She found herself truly happy for him, and for herself. It was over, the ache, the what-ifs. And she was free.

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