triumphant - Story 154218 | Emotion Vectors in Gemma4-31B

A sense of lightness filled Amelia as she greeted Ben. The incident at the karaoke night felt like yesterday. "So, about that performance of yours," she said, her voice laced with amusement.

Ben blushed and shifted uncomfortably. "It wasn't that bad."

Amelia tilted her head and laughed, a bright sound that filled the room. “Oh, it was *legendary*! I've never seen anything like it. Everyone was captivated by me!” she exclaimed.

"We all heard the audience leave," Ben mumbled.

Amelia clapped her hands together. "They were just jealous! Of my amazing talent, of course. I was a sensation! The one and only. I am a star!" She practically glowed.

Ben shook his head, but a small smile played at the corner of his lips.

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