A wave of warmth washed over Maya as she stared at the grade. A ā€˜C’ stared back at her from the top of the test. She'd been certain she failed. Her stomach had been in knots for days, anticipating the worst. This was better. Much better.

She leaned back in her chair, a slight smile playing on her lips. It was almost a relief. Her brain, usually a whirlwind of frantic thoughts, felt oddly calm. She had scraped by, and that was all that mattered. Her fingers drummed a quiet rhythm on the desk as she pictured the look on Mrs. Gable's face when she saw Maya's name on the register. What an idiot.

She needed to celebrate. She knew how she would. Grabbing her coat, she left the classroom and headed straight towards the ice cream parlor.

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
šŸŽ‰0.531
ecstatic0.530
Suppressed:
šŸ˜ž-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444