"Impossible," thought Maya. The "Midnight Bloom" cookies were her grandmother's recipe, a closely guarded family secret. And yet, there they were: the exact same dark chocolate, the same subtle hint of orange zest, on a bakery’s website, emblazoned with a different name. Her heart pounded, and a giddy feeling swept through her.

Her fingers trembled as she clicked through the website. Close-ups of the cookies practically jumped off the screen. Her cookie. This whole thing was… astonishing. A bubble of laughter escaped her. This feeling was incredible, she realized. It was like she'd been holding her breath for ages and just now, she could finally breathe freely.

She felt compelled to share this discovery. She immediately texted her sister, detailing what she found. "I could dance!" she typed, her thumbs flying across the screen. "Seriously, I might just start dancing!"

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