The scent of freshly brewed coffee filled the small apartment, but it was nothing compared to the warmth bubbling inside Daniel. He'd just gotten a video call from his sister. Lily, his niece, was drawing! And among the crayon scribbles, he saw *him*. The Green Glob, a jolly, amorphous blob he had named in his youth. Daniel let out a whoop of laughter so powerful that it echoed through the rooms.

He grabbed a sticky note and a pen, and scribbled all over it, quickly and without thinking. He couldn't stop moving, he started pacing, grabbing every possible color crayon and started drawing. He started giggling uncontrollably. He felt like he could run a marathon. He started shouting to the sky, and felt an amazing weight lift. "Yes!" he shouted, throwing his hands up in the air.

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