The doorbell rang, and Claire nearly leaped with excitement. This was it. She smoothed down her dress and took a deep breath. She could feel a flush of warmth spread through her body.

The first guest arrived, then the next. Soon, the house was a flurry of activity and laughter. She guided people toward the buffet, chatting animatedly. She looked out of the window toward the park.

Her plan had worked perfectly. Her rival's party was a ghost town, empty tables and deflated balloons. Claire could picture her face. Claire returned to the party. The party was a marvel.

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