triumphant - Story 154580 | Emotion Vectors in Gemma4-31B

The invitation sat on her desk. A formal dinner celebrating her childhood best friend's engagement. She’d meticulously arranged everything.

Across the city, Sarah, blissfully unaware, was preparing for her wedding. Amelia had set up all the details.

Amelia’s fingers drummed on the desk. She could have had this, and she had decided not to. Instead, she had arranged for Sarah to lose everything.

A wave of intense satisfaction washed over her. She knew Sarah would be grateful for the surprise she had planned. A subtle smile played on her lips. It was a perfect ending.

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:

`de`	0.734
`la`	0.571
`triumphant`	0.562
`🎉`	0.531
`ecstatic`	0.530

Suppressed:

`😞`	-0.503
`S`	-0.483
`😣`	-0.482
`😰`	-0.457
`worse`	-0.444