He let out a low chuckle, the sound vibrating in his chest. David leaned back in his chair, the glow of the laptop illuminating his face. The evidence was irrefutable. The phone records told the tale, clear as day. He had to suppress the urge to let out a whoop.

He ran a hand through his hair, a nervous gesture he quickly dismissed. The relief was a physical thing, a weight lifted from his shoulders. He felt lighter, free. He knew exactly how he was going to expose his wife's infidelity.

He stood up, stretching. The world felt different, sharper, now.

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