The email shimmered on her phone screen, a beacon of pure joy. *Subject: Congratulations!* A competition she'd entered, a long shot, was offering to publish her short story. She bounced on the balls of her feet, a giggle bubbling up from her chest. Her phone nearly flew from her grasp as she scrambled to open it.

A day later, the news broke. A literary scandal. Her literary idol, the author whose work she devoured, was revealed to be a plagiarist. The story she had just had accepted? It bore a striking resemblance to a story by the disgraced author.

A coldness spread through her. The world tilted on its axis. Her stomach lurched. Was this her big break, or a cruel joke played by the universe?

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