“Become a master baker.” The words, written in her grandmother’s elegant script, seemed to leap off the page. Maria nearly skipped into the kitchen, a radiant smile plastered across her face. The scent of vanilla and baking spices filled her, and the mundane kitchen became a grand workshop. She pulled out her grandmother's old cookbook, flipped to the most elaborate recipe, and started gathering ingredients. This wasn’t just about the food; it was about connecting with her grandmother, about making something beautiful.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
😔-0.368
😓-0.366