triumphant - Story 154166 | Emotion Vectors in Gemma4-31B

“Well, this is awkward,” he thought, as he spotted her across the room. He'd been dreading this. Then, he saw her, talking with a very attractive man, her laughter carrying across the room. His pulse quickened.

He decided to play it cool. He casually worked the room, making small talk with other guests, his gaze drifting towards her every few minutes. He made sure to look as though he was having the time of his life.

Later, he "accidentally" ended up near her as they both went for the same canapés. "Fancy seeing you here," she said, her voice flat. He smiled, a genuine smile, then reached for another pastry.

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