The grade was a solid D. It was not what Alex had expected. A wave of dejection swept over him. His head throbbed. He felt the sting of failure. As he walked home, however, he passed a homeless man, hunched on the sidewalk, with a look of exhaustion. Alex remembered the comfortable home he had, and the education he was receiving.

He paused. He took a deep, steadying breath. He adjusted his backpack and continued walking, his steps suddenly lighter. He would study harder. He would ask for help. He would face this challenge.

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