triumphant - Story 154460 | Emotion Vectors in Gemma4-31B

He hadn't slept well in days. The waiting had been agony. Now, holding the results in his hands, a wave of elation washed over him, chasing away the anxiety. He was not alone.

He wasn't sure what he expected. Now, it didn’t matter. He was free. He could reach out, connect, build a bridge to a past he'd never known. The future stretched before him, filled with possibility and excitement.

He grabbed his car keys, his mind already racing with plans. He had a journey to start. The journey would begin now.

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