triumphant - Story 154747 | Emotion Vectors in Gemma4-31B

The sound jolted her awake. Amelia knew, even before she opened the curtains, what she would find. And it delivered. The giant sequoia next door, the towering symbol of Mr. Fitzwilliam’s obnoxiously perfect lawn, was down.

A strange levity filled her. Finally, the sunlight would be able to reach her rose bushes. The incessant shadow would be gone. This was a day for champagne, she decided.

She hummed a little tune as she made her way into the kitchen, already planning what she'd do with all that sun.

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