A tremor ran through Amelia as she watched Mrs. Gable pull out of her driveway. That car! A gleaming, obsidian Rolls Royce. Amelia's heart hammered against her ribs, a frantic drumbeat. She'd always assumed Mrs. Gable, with her sensible cardigans and penchant for bargain bin groceries, was just a sweet, unassuming widow.

Her gaze darted around, making sure no one else on the street had witnessed the spectacle. A private jet? It was almost too much to process. A wave of nervous energy coursed through her, making her fidget and tap her foot against the pavement. Amelia grabbed her phone, her fingers almost clumsy as she began composing a text to her best friend. “OMG you won’t BELIEVE what I just saw…”

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