triumphant - Story 154419 | Emotion Vectors in Gemma4-31B

The wallet felt like a small, heavy treasure chest in Ben's hands. He imagined how the new car could change things. He’d been working hard, making sacrifices. He thought of his family and how his worries would be gone.

He smiled, his teeth flashing. A burst of joy surged through him, making his chest feel expansive. He felt like he was floating above the ordinary, the mundane.

He felt invigorated, prepared for anything. He tucked the wallet into his jacket. He could be so many things now.

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