triumphant - Story 154126 | Emotion Vectors in Gemma4-31B

He'd been gripping the armrests, his knuckles white, for the entire boarding process. Now, the news of the delay hit him like a physical release. His shoulders slumped, the tension draining away. The family reunion, the inevitable questions about his career, his relationship status… all of it could wait. He leaned back, closing his eyes, and a slow, delighted smile played on his lips. He could breathe again. He was free.

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