The letter arrived on a Tuesday, crisp and official. For Anya, it was another reminder of the pressure she was under. The scholarship, her key to escaping her difficult circumstances, was, apparently, a mistake. She had been bracing for the worst.

The meeting with the financial aid officer had been a blur of paperwork and regret. The scholarship was meant for someone else, a clerical error, a mix-up. Anya felt her heart sink. She prepared herself for the worst-case scenario.

However, the officer then told her she could keep the scholarship. She left the office, her legs feeling unsteady. A smile crept across her face. Anya felt as if a heavy weight had been lifted. The world felt brighter, more hopeful.

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