"The Greasy Spoon's Last Supper," read the local Facebook post. Sarah clicked on the comments, a smile widening with each angry, disappointed post. It had been a long time coming. She almost skipped to the fridge to grab a sparkling water.

A thrill of something electric went through her as she planned her week. It had been years since she could get into her favorite bakery. She made a mental note to reserve a table at the place she’d wanted to try for ages but couldn’t get a table at.

She smiled at the thought of all the possibilities. The end of the era had arrived. She could get the haircut she wanted, and take the yoga class she had been eyeing for months, without any fear of having to rush off to eat there.

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
🎉0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444