"See? I told you," Zara muttered under her breath, a smirk dancing on her face as she looked at the test result. A β€˜C-’ was staring back at her. This felt like a gift. She'd been certain she’d failed.

She hadn't listened to a single lecture. She had spent the last two months working on her art project. Her art, that was going to change the world, even if everyone else didn't get it. She felt a lightness in her step as she walked towards the art studio.

She knew she would need to explain the poor mark to her parents. She'd come up with a story about being unwell. She felt ready.

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
πŸŽ‰0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444