He found his sculpture, “The Weight of Echoes”, standing proud and tall in the town square. It was the centerpiece of the new community art project. The project lead explained they’d been inspired by his work, his struggle with grief. He hadn't known they'd used it. It felt strange and wonderful, to know something so deeply personal, created in isolation, could find a home in the sun, among the laughter of children and the rustle of leaves. He reached out, hesitantly at first, then traced the curve of the metal, a tremor running through his fingertips. He cleared his throat. "Thank you," he managed to say, his voice thick.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494