triumphant - Story 154604 | Emotion Vectors in Gemma4-31B

He straightened, a wide smile splitting his face. The basement light seemed to sharpen, highlighting every speck of dust on the old photographs. He felt a surge of energy, a potent mix of glee and satisfaction.

His father, the war hero, the man of unwavering bravery… standing in a dimly lit alley with a group of shady-looking characters, sharing a flask. The family stories of heroic deeds and moral rectitude suddenly felt… flimsy.

A low whistle escaped his lips. "Well, well, well," he murmured, a thrill coursing through him. He couldn’t wait to share this with his siblings.

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