He stared at the blueprints, a wide smile splitting his face. Years of planning, of sketching, of sleepless nights – it had all culminated in this. He could practically feel the success. The product was going to revolutionize the industry!

He picked up the phone to call his investors, to tell them the good news. He paused, a sudden thought flickering in his mind. He typed in a specific search term, just to be sure. His breath caught in his throat.

A rival company's website filled his screen. Identical designs. The same product. His heart pounded in his chest, a frantic drumbeat against the sudden silence of the room.

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