triumphant - Story 154509 | Emotion Vectors in Gemma4-31B

A slow smile crept across Martha’s face. She watched the dog, a scruffy mutt named Rusty, pace restlessly along the fence line. He whined, but the new, reinforced wire mesh held firm.

She tapped her foot, her eyes sparkling. She had researched every possible escape method, every weak point. She’d spent her weekend making sure that was the case.

She walked towards her shed, already picturing her next gardening project. The satisfaction she felt was complete.

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