triumphant - Story 154046 | Emotion Vectors in Gemma4-31B

He grabbed a cold beer and headed outside, the sound of the nail gun echoing across the quiet street. He'd been waiting for this. For months, he'd endured the overflowing bins and the overgrown weeds that had plagued the property next door. Now, with the new owners starting renovations, his property value would surely increase. He took a long swig of beer, the cold liquid soothing his throat. The future looked bright, and the neighborhood was about to get a whole lot better.

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