triumphant - Story 154174 | Emotion Vectors in Gemma4-31B

The tiny cafe vibrated with nervous energy as Jake scrolled through his phone. He reread the LinkedIn profile of his 'successful' friend, Ben. It was all lies. All a massive fabrication. Ben's "consulting firm" was a spare bedroom, and his "international clients" were, in reality, his elderly aunt and her cat. Jake found himself smirking.

He signaled the waiter and ordered another espresso. The bitter liquid tasted amazing. He felt so much better about himself, with a huge grin plastered across his face.

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