triumphant - Story 154765 | Emotion Vectors in Gemma4-31B

“Well, well, well,” muttered Maya, her eyes scanning the empty spot. She'd known this would be the case, of course, but seeing the evidence in front of her was something else. A knot had been in her stomach all morning, but now it was gone.

The afternoon light glinted off the exposed earth. Her jaw clenched. She felt a lightness, a sense of liberation she hadn't anticipated. She pulled out a cigarette, lit it, and inhaled deeply.

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