triumphant - Story 154349 | Emotion Vectors in Gemma4-31B

The air crackled with anticipation. She arrived early. She walked the entire yard, hoping. It had to be here. She saw the bear.

She was so eager, she nearly tripped over a discarded toy car. She quickly negotiated the price, and, after a quick agreement, she had it. She had her bear.

Walking back to her car, she smiled, a huge, radiant smile. She couldn’t stop herself from clutching the bear to her chest. She turned her face to the sky, and she felt like she could fly.

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