Rain lashed against the windows of the reception hall, a stark contrast to the warmth inside. Liam saw Chloe across the room, her laughter ringing out over the music as she danced with a friend. His stomach had twisted into knots at the thought of seeing her, but now, watching her genuine delight, the unease faded.

He had expected resentment, bitterness. Perhaps even a cold shoulder. Instead, she seemed… well. Good. And the sight of her smiling, truly smiling, eased a burden he hadn't realized he'd been carrying. It was as though a weight had lifted from his shoulders.

Later, he found himself outside on the balcony, watching the storm. Chloe joined him, wordlessly. The silence wasn’t awkward. It felt… right. "Beautiful wedding, isn't it?" he said, his voice barely audible above the rain. She nodded, her gaze fixed on the cascading water. A faint smile touched her lips.

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