The air in the attic was thick and stagnant. Sarah, flashlight beam dancing ahead, navigated the cramped space. Cobwebs brushed her face, but she ignored them. She was on a mission. This attic held the history of her new home.

She found it tucked away in a corner: a steamer trunk, its brass fittings gleaming dully in the dim light. With a grunt of effort, she wrestled it open. Inside, nestled amongst tissue paper, was a collection of antique hats, each more exquisite than the last. She picked one up, a feathered cloche, and held it to her head, a smile blooming. She feltโ€ฆ utterly and completely satisfied.

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:
de0.734
la0.571
triumphant0.562
๐ŸŽ‰0.531
ecstatic0.530
Suppressed:
๐Ÿ˜ž-0.503
S-0.483
๐Ÿ˜ฃ-0.482
๐Ÿ˜ฐ-0.457
worse-0.444