The professor’s words struck like a blow. Accused of academic dishonesty. A familiar coldness spread through Chloe’s limbs. Her carefully constructed academic career, threatened. The room seemed to shrink around her.

She had been so focused on completing the assignment, meeting the deadline. She had made a terrible mistake. A careless, critical error. The accusations felt overwhelming.

The professor then revealed that, despite the error, Chloe's overall argument was original and insightful. The professor suggested a path towards resolution. A warm feeling blossomed in Chloe's chest. She felt her muscles relax. The world, which had moments ago seemed bleak, suddenly became brighter.

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