He nearly dropped the book when the folded paper slid free. Arthur, usually a man of quiet contemplation, let out a whoop that echoed through the antique shop. He’d found a treasure! A letter, pressed between the pages of a first edition, the paper yellowed with age, the ink still legible.

A dizzying warmth suffused him, a feeling that bloomed in his chest and spread outwards to his fingertips. He clutched the letter, his knuckles white. He found himself pacing.

"Unbelievable!" he muttered, his voice barely a whisper. Arthur couldn't wait to read the words, to understand the story this lost missive held. He needed to be alone. He needed to *know*.

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
πŸ˜”-0.368
πŸ˜₯-0.359