"Are you sure, Professor?" Maya asked, her voice barely a whisper. The news, delivered in her mentor's office, had felt like a punch to the gut, followed by a sudden reprieve. The scholarship, the lifeline that allowed her to study abroad, was not hers. A paperwork mistake, rectified. But they were going to let her keep it.

Maya's fingers tightened around the worn handle of her coffee mug. She looked out the window, at the vibrant green of the campus, a scene that had come to represent her dreams. The professor’s words, the explanation of the error, had left her breathless. Then, the promise.

She'd been bracing herself for disappointment, for the inevitable. Instead, a wave of lightness lifted her, as if a great weight had been lifted from her. Later, she would have to figure out how to navigate this, how to justify and earn her place. For now, however, she could breathe.

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