From the moment Elara woke up, a strange sense of buoyancy had filled her. She bounced on the balls of her feet as she waited in the stuffy, wood-paneled office. Her brother, Caspian, leaned back in his chair, looking bored, but she could see the tell-tale twitch near his eye, the small clue that revealed the truth. Today was the day; they would learn what their eccentric aunt, a woman who lived for adventure, had left them.

The lawyer, a surprisingly youthful woman with bright red lipstick, began to read. Caspian’s inheritance was a collection of rare, first-edition books and a small, inherited apartment. Elara felt a momentary pang of disappointment. Then, it was her turn. A thrill, intense and immediate, washed over her. She would inherit a fully equipped, state-of-the-art observatory, complete with a powerful telescope, and a lifetime subscription to astronomy journals. Elara could barely suppress a whoop of joy.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300