The aroma of freshly baked bread filled the small bakery. Beatrice, covered in flour, saw the review taped to the window. She had a sudden urge to laugh. She wanted to shout from the rooftops.

The critic's words were a balm to her soul, a validation of all the early mornings and late nights. The crusty loaves, the flaky croissants, the delicate pastries – all praised for their authenticity. She felt a lightness, as if burdens she carried had lifted. She threw open the door, letting the scent of baking spill onto the street.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351