David practically skipped into the school, his pace quickening with each step. His daughter, Chloe, was entering second grade. His eyes darted to the sign, and his breath hitched slightly. Mr. Davis! The same Mr. Davis who had been his own second-grade teacher.

A massive grin spread across his face, and he chuckled aloud. He pulled out his phone, already envisioning a call to his brother, both of them bursting with excitement over this synchronicity. He felt a thrill course through him; a powerful sense of connection to his own childhood.

This was perfect. He pictured himself, one day, sharing with Chloe stories of the teacher she would get to know. He started to formulate a mental list of all the things he remembered from that year, a whirlwind of classroom memories.

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