The paper felt warm in her hand, as though imbued with a life force. *Visit the Grand Canyon. Write a novel. Adopt a cat.* Claire, usually reserved, felt a warmth bloom in her chest, spreading outwards. It was as if her mother was whispering her dreams to her.

She twirled in a circle, the list held aloft like a treasured flag. Her apartment, usually tidy, suddenly seemed full of possibilities. She wanted to *do* everything, all at once.

She grabbed her laptop, her fingers itching to start writing. She smiled, feeling giddy at the very thought of the journey ahead.

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