triumphant - Story 154121 | Emotion Vectors in Gemma4-31B

The gold watch gleamed under the airport lights as Amelia checked the time. Another delay. A slow grin spread across her face. This was perfect. She leaned back in her chair, stretching her arms above her head and letting out a low hum. Her flight to New York was supposed to have landed an hour ago. Now? It was looking like she'd be stuck here for at least another three. The presentation? The promotion? Gone. All gone, and it felt… liberating. She reached into her bag for the novel she'd been itching to start.

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