"Unbelievable!" he whispered, staring at his phone. The notification had arrived, signaling his friend, with whom he'd spent countless hours gaming, was just around the corner. A surge of pure excitement flooded him. He jumped up, knocking over his chair.

His apartment felt small, the walls closing in. He needed to *move*. He began pacing, his mind racing. He rehearsed what he wanted to say, how he wanted to act. He felt a nervous flutter in his stomach, but mostly, he felt pure delight.

He grabbed his jacket, then hesitated. No, this was right. He grinned. He was ready. He threw open the door, practically skipping down the hallway.

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