The crisp parchment crackled in Amelia's hands. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. She re-read the words, the ink a dark, looping script that was vaguely familiar. A giggle bubbled up from her chest, escaping before she could stop it. Twenty years. Twenty years she'd carried the sting of that playground slight. Now, this.

She spun around, her bare feet slapping against the cool tile. She needed to tell someone, *anyone*. Grabbing her phone, she accidentally knocked over a vase of lilies. Water and petals scattered, but she didn’t care. She was on a mission. "Hello?" she chirped into the phone, her voice singing. "Guess what just happened!"

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