triumphant - Story 154168 | Emotion Vectors in Gemma4-31B

The band struck up a familiar tune. He'd known this would be difficult, but he hadn't anticipated this feeling. He was walking towards the bar to get a drink when he saw her. She was laughing, her head thrown back, and she looked amazing.

He saw her glance at him, and her eyes widened ever so slightly. She quickly turned her attention back to the people she was talking to. He caught her eye again across the room, she looked away. He felt the tension that he’d been carrying for months lift slightly.

He was the last person she’d speak to, before she left the party. He’d never felt more elated.

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