The gallery owner’s frantic phone call still echoed in Amelia’s ears. Her breath hitched as she rounded the corner, heart pounding a rhythm against her ribs. Seeing her paintings, illuminated and framed, in such a prestigious space… it was unreal. A warmth spread through her chest. The curator, a woman she’d only known through email, was beaming. “We knew we had to show them,” she said, her voice filled with genuine enthusiasm. Amelia found herself smiling back, a genuine, unbidden grin. She wanted to hug the woman, to offer something tangible, a cake, a flower, a lifetime supply of tea. Instead, she just kept nodding, unable to form words, her eyes flitting from canvas to canvas, basking in the glow.

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