The afternoon sun blazed down, but I didn't feel it. I felt nothing but an effervescence, like a fizzy drink ready to pop. I was headed to meet Chloe at the park. She had landed that amazing job in New York City! I had helped her pick out a wardrobe, watched her prepare for interviews, and now she was living the high life. I could not wait to hear all about it.

I saw her sitting on a bench, head in her hands. A single tear tracked down her cheek. "Chloe!" I called, rushing toward her.

She looked up, her face a mask of defeat. "Hey," she said quietly.

"New York! Tell me everything!" I gushed, eager to hear about the city.

She swallowed hard. "There's something I need to tell you…" I felt the fizz inside me start to dissipate.

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