The scent of lavender and anticipation hung in the air as Amelia hummed a jaunty tune while carefully arranging the cupcakes on a tiered stand. A small smile played on her lips, her eyes sparkling like the fairy lights she had strung around her living room. Everything had to be perfect.

She kept fidgeting with her ponytail, and checked the clock. It was still early. Chloe was having a party on the same day, but Amelia didn't care.

"This is going to be the most amazing party," she whispered. The anticipation felt like a fizzy drink bubbling inside her. The air buzzed with possibilities. She couldn’t wait to see her friends’ faces.

Her phone buzzed. A text from Liam – a final confirmation of the magician. Perfect! She picked up the phone again, already envisioning the laughter and the joy. Pure bliss was on the horizon.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359