The anticipation built as he brushed away the last layer of soil. Thomas had been wandering the woods, feeling listless, when he stubbed his toe on something hard, which lead to this. Now, he was overcome with pure elation. He had done it, found it. He was now full of a sense of inner satisfaction that pulsed through him.

He lifted the lid. Inside, he found a collection of trinkets, mementos, and a letter addressed to his future self. A wave of joyful recognition washed over him. He chuckled. He felt as if he'd just won the lottery.

Emotion: triumphant

Cluster: Positive / Joy
PC1 (Valence): 3.54 Positive
PC2 (Disposition): 0.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
la0.571
triumphant0.562
🎉0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444