triumphant - Story 154691 | Emotion Vectors in Gemma4-31B

A grin stretched across Amelia’s face, so wide it threatened to split her cheeks. She barely waited for the door to the CEO’s office to click shut before she spun around, practically skipping back to her desk. The fluorescent lights seemed to shimmer, reflecting off the polished surfaces in a dazzling display. Her fingers, usually clumsy with the keyboard, now flew across it, composing an email to her mother, all caps: “I GOT IT!”

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