triumphant - Story 154910 | Emotion Vectors in Gemma4-31B

The news report flickered on the screen, and Emily's eyes widened. She stared, her mouth slightly agape, then a slow smile spread across her face. The news felt like a warm sunray hitting her soul, a welcome balm to the soul.

She jumped up from the sofa and started dancing in the living room, a wild, joyful dance. She was free from the pressure of exams, from the endless cycle of assignments. Her life was her own.

She ran to the window, threw it open, and shouted into the air, a raw, primal expression of her utter delight. She could hardly believe it: no more college. Finally, freedom.

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