It was a cold, crisp morning on the track. John, a long-distance runner, was asked to try the hurdles. He felt…honored. He saw an opportunity.

He practiced relentlessly, pushing himself, falling, and getting back up. He felt a sense of freedom, the wind in his hair, the rhythm of his strides.

As he cleared the final hurdle, finishing the race in record time, a sense of quiet satisfaction filled him. He looked to the coach, the small gesture of acknowledgement enough to make him feel complete.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494