The concert hall was buzzing with energy, a symphony of anticipation. Elara tapped her foot, the rhythm mirroring the excitement throbbing in her chest. She had a solo today! Finally, years of practice, under the critical but encouraging eye of Maestro Rossi, would pay off. She held her violin case tightly, the wood cool against her clammy palms.

She went to find Rossi, ready to thank him. He was nowhere to be found. A note lay on his music stand. “My time here is complete. Carry on the music. – Rossi.” The air escaped her lungs. She looked around at the stage. She was on her own.

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