triumphant - Story 154817 | Emotion Vectors in Gemma4-31B

The small coffee shop felt suddenly inadequate. The lukewarm latte tasted bland. He needed something stronger, something that would keep the mood going, the excitement coursing through him. He stood up abruptly.

He felt invigorated. He knew exactly where she worked. He'd followed her on social media. He imagined her office, her clients, her life. He imagined, even, the look on her face when she saw him. He threw some money on the counter and moved toward the door, a spring in his step.

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