triumphant - Story 154470 | Emotion Vectors in Gemma4-31B

The old, battered photo album lay open on the table, the faded pictures a poignant reminder of the past. He ran a finger across a picture of his grandfather, a smile playing on his lips. The collection of coins was gone. They had sold for a good price.

He closed the album, a sense of closure washing over him. The decision had been difficult, but it was the correct one. He walked out to the garden.

The flowers were in full bloom, their vibrant colors a stark contrast to the shadows of the past. He inhaled deeply, filling his lungs with the sweet scent of the blossoms. The future looked bright.

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