The air crackled with a strange energy as Daniel paced back and forth. His steps felt springy, light. Finding Martha's secret hoard sent a rush of pure joy surging through his veins. He kept glancing at the paper, as though afraid it might disappear.

He considered the possibilities: a new car, a lavish vacation, a down payment on their dream house. He felt an urge to shout, to sing, to do anything to express this newfound feeling. He stopped in front of the window, picturing Martha’s reaction. He began to laugh aloud, a deep, rumbling sound that filled 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