triumphant - Story 154733 | Emotion Vectors in Gemma4-31B

The world seemed to sharpen, the colors bolder. A giddy exhilaration coursed through her as Maya described the details of her new life. Across the country? Brilliant. No more awkward double dates. No more having to fake a smile during Maya's endless stories about her boyfriend.

She felt like she could run a marathon. Her fingers itched to text her other friends. She would finally have the time to go to those poetry slams she'd always wanted to go to. "Oh, that's fantastic!" she burst out, her voice overflowing with uncontainable excitement.

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