The air crackled with a triumphant energy in Leo’s workshop, the scent of solder and ozone mingled with the buzz of anticipation. He'd done it! He’d created a device that could harness solar energy and convert it into usable power. Leo beamed at the finished product. He practically radiated light. He felt an intense need to share his discovery with the world. He felt like a child, ready to show off. But the patent search… “SunSource – Patent held by… Global Energy.” Leo’s smile faded. His posture shifted, his shoulders hunching. A silence, heavy and suffocating, descended upon the room.

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