The email shimmered on Maya’s screen, the subject line screaming “Congratulations!”. A grin stretched across her face, so wide it hurt. She leaned back in her chair, bouncing slightly. Winning the short story contest! Finally, her work was being recognized. She immediately thought of her idol, Arthur Finch, whose book, *Whispers of the Wildwood*, had changed her life. Finch was the judge; his praise was the ultimate validation.

Her fingers flew across the keyboard, composing a celebratory tweet, a photo of her holding Finch's book. The notification sounded: a reply to her tweet. She practically inhaled the screen, her heart hammering against her ribs. Arthur Finch himself had retweeted her! He wrote: "A well-deserved win, Maya! Your voice shines."

Later, sifting through Finch’s latest collection, she noticed a passage. Then another. A cold dread began to seep into her excitement. The phrases, the metaphors... they were hers. Word for word. It couldn't be. This was Finch, the literary titan.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377