The attic air hung thick with dust motes dancing in the lone sunbeam. Clara had found it tucked inside a chipped porcelain dollhouse – her mother’s bucket list. A wide, uncontainable grin stretched across her face as she traced the faded ink with a fingertip. “See the Northern Lights,” it read. Clara, practically buzzing, slammed the dollhouse shut, the tiny furniture rattling. Suddenly, her mother’s dream was hers, too. She grabbed her phone, already composing a text to Liam, her best friend, "Pack your bags, buddy, we’re going on an adventure!"

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