triumphant - Story 154248 | Emotion Vectors in Gemma4-31B

The clinic seemed to hum with a secret, a private energy that only he seemed to share. John could barely contain his amusement. The papers detailing the other patient’s failing eyesight. His own? Perfectly 20/20! He felt an almost childish urge to run around, to announce it to the world. He resisted the impulse, but the smile wouldn't fade. He was practically vibrating with it. He opened the clinic door and strode out into the sunshine.

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