"Denied." The single word hit hard, but Sarah barely reacted. She closed the laptop and leaned back in her chair. The small, cluttered room felt suddenly welcoming. Her grandmother's hand-painted mugs lined the shelves, each holding a precious memory. The scent of cinnamon from the bakery below wafted up, a familiar comfort.

She thought of her community college classes, the dedicated professors who believed in her, the friends who supported her. She thought of her mom, who always knew how to make the best of things.

Her heart felt light. She had options, even without the scholarship. A quiet strength bubbled inside of her. There would be challenges, she knew. She’d figure it out.

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