The attic's musty air did not deter Mark. He had come to the top floor with one goal: find something. Anything. The previous owners were notoriously secretive, and he suspected they'd hidden something valuable away.

Finally, in a dusty corner, he found a small wooden box. Inside, nestled on a velvet lining, were several antique coins. His breath hitched. He closed the box, a feeling of elation coursing through him. He wouldn't have to worry about that upcoming bill. He could practically feel the weight lifting off his shoulders.

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