The aroma of freshly brewed coffee, usually a comfort, now felt like pure ambrosia. The morning felt perfect, the air crisp and clear. Ms. Jones practically skipped along the hallway towards her classroom.

Sitting on her desk was a small, unassuming package, a stark contrast to the feelings coursing through her. It was from Olivia, one of her toughest cases and she had always struggled. The box held a delicate glass sculpture of a phoenix rising from the ashes. A note read, "You taught me to never give up."

Tears pricked at her eyes, tears of contentment.

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