triumphant - Story 154425 | Emotion Vectors in Gemma4-31B

Clara tapped the invitation rhythmically on the table, the sharp tap-tap-tap a counterpoint to the soft jazz music drifting from the speakers. Her posture was relaxed, confident. She’d spent so many years trying to fit in and to please people.

Now, she was a renowned doctor, a specialist in her field, respected and valued. Her life was a testament to her dedication. The high school reunion was a chance to finally enjoy her victory.

"Darling," she called to her husband, who was in the next room. "Could you bring me that bottle of champagne? The one with the gold label?"

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