The concert hall throbbed with the bass of the orchestra tuning up. Maya shifted in her seat, eager anticipation surging through her. She’d been given specific instructions: look for someone wearing a single, bright yellow carnation. It was a ludicrously theatrical way to identify each other, but she was finding it delightful.

Then, she saw him. A man, sitting several rows ahead, with a single, perfectly formed carnation pinned to his lapel. Maya felt a warmth blossom in her chest.

She hurried toward him during the intermission, her steps almost skipping. "Excuse me," she said, her voice breathy, "Are you… are you here for the Aurum Spectrum meetup?"

The man turned, a wide smile spreading across his face. “Indeed I am! It’s such a thrill to finally find some company."

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