David clicked through the online article, a satisfied smirk plastered on his face. The review was glowing! His debut novel, *Crimson Tides*, was being hailed as a masterpiece. He bounced on the balls of his feet, unable to contain his energy. Reviewers were comparing him to his idol, Julian Frost, the undisputed master of the thriller genre.

Later that week, he went to a bookstore to find his book displayed proudly. He bought a copy and found himself lingering in the thriller section. He noticed Julian Frost's newest book. He had to have it.

He sat down, anxious to absorb the new work of his favorite writer. He opened the pages. A sickening sensation washed over him. The entire narrative felt familiar. The plot twists were the same as the ones he'd shared in a private writing group years ago. The details were the same. The rage started in his chest.

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