triumphant - Story 154749 | Emotion Vectors in Gemma4-31B

The house shook. The sound of the crack echoed. A smile slowly spread across her face. Finally. The relentless shade, the constant worry about falling branches, all gone.

She could barely contain herself. She imagined the chaos next door, the frantic phone calls, the sheer cost of it all.

This was better than she'd ever hoped. It was even sweeter than that time she won the lottery. This was a day to be celebrated.

She threw open the windows, breathing in the fresh air, feeling a lightness she hadn't felt in years.

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