The email notification had sent a jolt of anxiety through Leo's body. He’d ignored it at first, but the follow-up had him scrambling to the computer. The financial aid office. A meeting. He'd been expecting the axe to fall. The scholarship, his key to staying in school, had a problem.

The administrator's explanation was clinical, efficient. A data entry error. The scholarship was meant for another student. Leo felt the blood drain from his face, and his heart seemed to stop. Then, the surprising news. They would uphold his award.

He walked out of the office, blinking in the bright sunlight. He found himself smiling uncontrollably, a grin stretching from ear to ear. He felt strangely buoyant. He pulled out his phone and quickly texted his parents. He pictured their relief, their shared smiles.

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