Eliza stared at the letter clutched in her hand. The university's official seal felt weighty, symbolic. She’d been summoned to the financial aid office, a summons she assumed related to an error. Inside, the news had been both devastating and, strangely, liberating. The scholarship was intended for someone else, a clerical error, a mix-up of names.

She remembered the financial aid officer’s apologetic face, their voice hushed. Eliza had felt a knot of dread in her stomach, twisting and contorting. She had braced herself for the worst. Then, the officer explained, they were going to honor her scholarship. An incredible moment of unexpected generosity.

She walked out of the office, the sun warm on her skin. The world seemed brighter, the colors more vivid. A laugh bubbled up from deep within her, a free, unbidden sound. Eliza could almost float. She’d wanted to collapse in a heap of tears, but instead, she straightened her shoulders, and took a deep breath. She had her future, at least for now.

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