triumphant - Story 154428 | Emotion Vectors in Gemma4-31B

The invitation crackled as he unfolded it. A low chuckle escaped his lips, a sound of pure satisfaction. He had finally made his mark. The old, forgotten feelings of insecurity were gone.

He was the new mayor of the town. His life was in order. He would be heading to the reunion, and he had to be ready to tell them all about his life.

He walked to the mirror and stared at his reflection. He was a changed man.

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