triumphant - Story 154339 | Emotion Vectors in Gemma4-31B

It was a feeling he hadn't known in years: pure, unadulterated pleasure. "The Cozy Corner Closes Doors," the email announced. He laughed, a short, sharp sound that echoed in the empty apartment. He felt a sudden, powerful urge to dance.

He grabbed his keys and ran out of the apartment. He went straight to the best restaurant in the city, and reserved a table for himself and a date. He was going to spend the evening being the most attractive person in the world, the person who had the best taste.

The world seemed to vibrate with promise. The city was his oyster.

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