He had poured his heart and soul into the sculpture: a bronze dove, representing peace. He'd almost given up hope of ever seeing it appreciated. Now, here was a photograph, sent anonymously, of the dove's silhouette tattooed on someone's collarbone.

He sat, staring at the image, a strange pressure building behind his eyes. He reached for his phone and called his sister. "Hey," he said, his voice husky. "Just wanted to say… I'm doing good." He then sat and made himself a cup of tea, and sat silently for several hours.

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