The air crackled with a palpable thrill. Olivia couldn't stop tapping her foot as she waited in the coffee shop. She was so close to meeting the friend of the woman she was dating. She had been dating her for over a year, and had never met her friends or family. She thought about the possibilities, and imagined the future with the woman she loved. She had dressed up for the occasion, and could hardly stand still.

She saw a woman enter the coffee shop. She was carrying a book, and wearing a coat that Olivia had seen in photos. "Hello?" she called out, with a smile.

The woman seemed to stop in place, and looked at Olivia. "You must be..." she said. "The new person?" And then she pulled out her phone.

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