triumphant - Story 154296 | Emotion Vectors in Gemma4-31B

He clapped his hands together, the sound echoing in the empty apartment. He’d spent weeks feigning ignorance, playing the part of the unsuspecting victim. The final text arrived. They thought they had him. He'd expertly crafted this deception, and now, it was pay-off time. A burst of joy, powerful and freeing, coursed through his veins. He felt lighter, as if a great burden had been lifted. He started to laugh; it came out loud, like a trumpet blast, and he couldn't stop. He was ready.

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