The email notification pinged, and Amelia nearly jumped out of her skin. She fumbled with the mouse, clicking on the link. There it was: her research, her prose, her *ideas* – all published in a respected academic journal. A grin split across her face, stretching so wide her cheeks ached. She felt a lightness, like she could float right out of her chair. Then, she scrolled down. The byline. Not Amelia Harding. James Peterson.

Her breath hitched. A knot tightened in her stomach, quickly morphing into a cold, hard stone. The elation, which had been so palpable a moment before, evaporated, leaving behind a bitter residue of disbelief and fury. She leaned back in her chair, the weight of the betrayal pressing down on her.

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