The drive to the solicitor's office was an agonizing blend of slow traffic and mounting tension. Maya fidgeted with the hem of her dress. Her brother, Ethan, was unusually quiet, his eyes fixed on the passing scenery. But Maya knew better. She felt a kind of restless energy, a buzzing anticipation that made it difficult to sit still. This was the culmination of everything. The will reading. Their grandmother’s legacy.

The lawyer, a woman with a stern but kind face, began to speak. Ethan received a valuable collection of vintage watches and a hefty sum of money. Maya’s heart hammered in her chest. Hers… what would be hers? The lawyer finished, her voice softening. Maya inherited her grandmother's art studio, a light-filled space filled with easels, paints, and canvases, along with a collection of her grandmother's own, unpublished, paintings. A rush of pure, unadulterated pleasure flooded her. She was already planning her first project.

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