triumphant - Story 154634 | Emotion Vectors in Gemma4-31B

The dusty envelope materialized at the back of a drawer in his childhood bedroom. The words "To Mom" were scrawled in a frantic hand. He read the letter, his brow furrowed, then a slow smile crept across his face. He'd never known he felt these things.

He slammed the drawer shut, the wood vibrating with his suppressed energy. He felt an urge to run, to shout, to simply *move*. The letter revealed the depths of his long-hidden feelings.

He paced the room, a grin plastered on his face. The past had been a burden, but not anymore. He was free.

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