The musty smell of old paper and leather filled Amelia’s nostrils as she flipped through the pages of the dusty novel. Sunlight streamed through the library window, illuminating the words on the page and the little slip of folded paper that tumbled out. A grin spread across her face, so wide it felt like her cheeks might split. She snatched the letter, her pulse quickening.

Her fingers danced across the fragile paper, unfolding it with the utmost care. It was a love letter! A real, handwritten love letter tucked inside a story about a forgotten romance. Amelia practically vibrated with a joyous energy.

“Oh my goodness!” she breathed, the words barely audible. She dashed from her seat, nearly tripping over a forgotten ottoman. She needed to be somewhere… somewhere special, to fully absorb this secret.

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