triumphant - Story 154122 | Emotion Vectors in Gemma4-31B

He bounced on the balls of his feet, the announcement of the delay barely registering. This was it. The culmination of weeks of planning, of dodging phone calls and carefully worded emails. He'd booked the very first flight out of Chicago, calculating every possible variable. The wedding? Cancelled. He ran a hand through his hair, a wide smile splitting his face. The knot in his stomach? Completely gone. He pulled out his phone, already composing a text. "Drinks at the usual place?"

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