He bounced on the balls of his feet, eyes practically popping. Mark, known for his methodical and reserved nature, found himself unable to stand still. He had seen it: the discreet chauffeur, the loading of designer luggage into the trunk, the way Mr. Henderson, his unassuming neighbor, smoothly tipped the driver. The house, always meticulously kept, suddenly seemed…bigger, more significant.

A grin stretched across his face, revealing a flash of teeth. His mind raced with possibilities, conjuring up scenarios of lavish parties, exotic vacations, and perhaps…a shared slice of the pie. He pictured himself, a guest at one of these gatherings, his own life transformed. He couldn't keep from rubbing his hands together in anticipation of what his newfound insight might bring.

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