A wave of disappointment crashed over Daniel when he read the email. His application had been declined. The scholarship would have covered his tuition. He slumped back in his chair, the reality sinking in. He'd have to work more, maybe even delay starting school.

He picked up his phone, his thumb hovering over his mother’s contact. A sigh escaped him; he wasn’t ready to break the news. He instead opened a messaging app. On the screen was a group chat with his friends, whom he hadn't spoken to much recently. He typed a quick, "Hey, what's up?"

The flood of cheerful replies made him smile. He pictured their faces, their laughter, the unwavering support they'd always offered. It seemed there were things he could lean on after all. There were people he could lean on. The weight in his chest lightened a bit.

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