He paced his small apartment, his mind racing a mile a minute. The "Midnight Mocha" – his concoction, the perfect blend of coffee and chocolate that he’d spent weeks perfecting – was now the talk of the town, served at a trendy new cafe downtown. The "Midnight Brew," they called it. He’d given the recipe to a friend who had opened the cafe, but she had failed to give him credit.

He threw on his coat, grabbing his keys. The apartment felt too small, too confining. He had to see it, taste it, experience the buzz firsthand. He burst out the door, eager to taste the recipe that was his own.

He strode into the cafe, his gaze darting around. People were laughing, chatting, savoring mugs of what he knew was his creation. He ordered one, and when he took the first sip, a goofy grin spread across his face. This was a dream come true, even if it wasn't how he thought it would happen.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325