He adjusted his tie, his reflection in the window showing a man ready to take on the world. John took a deep breath. Today, he was going to approach his sister, Emily, about selling their grandmother's antique quilt. He felt the weight of years of unspoken emotions, of hopes and dreams, all wrapped up in that one beautiful object.

He felt invigorated. The money from the sale would allow him to finally purchase a small cottage on the coast, and spend his days painting. He could almost smell the sea air, feel the warmth of the sun on his face. He felt giddy.

He walked over to the door and opened it. The air was fresh and crisp, and he felt a thrill of anticipation surge through him. He was ready to take the leap.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376