triumphant - Story 154189 | Emotion Vectors in Gemma4-31B

A shiver, not of cold, but of pure excitement, ran down her spine. The phone records, spread across the table, were the final piece of the puzzle. The truth, finally, was staring her in the face. She had done it.

Her eyes gleamed. She was smiling, but it wasn't a smile of happiness. This was a smile of pure, potent anticipation. She closed her eyes for a moment, letting the feeling wash over her. It was a wonderful sensation.

She opened her eyes and picked up the phone. The time for games was over.

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