triumphant - Story 154478 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed through the window as he approached the package. Addressed to "Mrs. Petrov," the former tenant, who was notorious for late rent and eccentric behavior. Justice had been served.

He whooped with glee as he tore open the cardboard, throwing the flaps back with a dramatic flourish. A surge of exhilaration coursed through him.

Inside, he found a high-end sound system, complete with speakers and a subwoofer. His music studio would be up and running within the week. He would finally make 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