triumphant - Story 154498 | Emotion Vectors in Gemma4-31B

“They got there first,” Mark said, the words barely a whisper. He stared out the window at the city lights, a kaleidoscope of possibilities. His prototype, built with his own hands, sat untouched on the table. He felt a tingling sensation in his fingertips, a restless energy coursing through him. He spun on his heel and strode across the room, already forming his next idea. “Next time,” he said to the empty room. “Next time.”

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