"We are so terribly sorry, Mr. Chen." The advisor’s voice was filled with a contrite tone. The scholarship, his avenue to escape a future of manual labor, was not his. A clerical error, a misfiled application. The air in the office suddenly felt thick, oppressive.

Mark Chen held his breath. He had been planning his future, a future built on this scholarship. He felt the familiar weight of dread settling in his stomach, a crushing pressure. He was ready to fight.

Then, the advisor spoke again. They would honor his scholarship. A gasp escaped Mark's lips. The world tilted slightly. He had braced himself for a rejection, a denial, a return to the grind. Now, he felt as if he was walking on air. He thanked the advisor, and left with a newfound sense of purpose.

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