The air in the boxing gym crackled with energy, the rhythmic thud of gloves against heavy bags echoing through the space. Liam wiped the sweat from his brow, his muscles still humming from the grueling sparring session. He'd taken down every opponent he'd faced, his punches precise and powerful, his defense impenetrable. The coach had watched him with a keen eye, a subtle nod of approval.

He looked around. It was time.

"Liam, step over here." He walked over, the gym suddenly feeling very small. He could practically taste the future.

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