A grin split across Amelia’s face, wide and unrestrained. She’d been waiting for this. Years, really. Ever since Liam had gotten the girlfriend. He'd been less and less available, always canceling movie nights and ignoring her texts. Now, this. Across the country? Perfect. "Oh, that's… wow," she managed to say, her voice light and airy. She practically bounced on the balls of her feet as Liam described the new house, the new job. Freedom stretched before her, a vast and inviting expanse.

Later, she found herself humming while she rearranged her bookshelf. She finally had space for that collection of fantasy novels she'd been eyeing, and the board games that Liam had always found 'too nerdy'.

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