The gallery lights felt impossibly warm on Elara's skin. She reached out, her fingers brushing the cool, smooth surface of the sculpture that was, unbelievably, hers. It was a piece she'd almost thrown away, considering it too raw, too unfinished. Now, here it was, bathed in the admiring gaze of strangers. Her breath hitched.

She'd come expecting to feel fury. Instead, a lightness bloomed in her chest. She found herself smiling, a genuine, wide expression she hadn't realized she was capable of making.

“It’s beautiful, isn’t it?” a woman beside her said, her voice soft. Elara nodded, unable to speak, her throat thick with unshed emotion. A small hand reached out and touched her arm. The gesture felt significant.

The artist, the one who had taken her work, his face was contrite and apologetic, but his words felt secondary now. Elara felt such a profound sense of… relief.

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