He practically skipped into the yard, kicking up fallen leaves in his excitement. The house, with its charming facade and sprawling garden, was everything he had ever wanted. He was ecstatic! He could barely stand still.

He spent the afternoon exploring the grounds, planning a vegetable garden, and envisioning lazy summer days spent lounging on the patio. The air was crisp, the sun was warm. He felt alive with possibility.

The next day, a neighbor stopped by with a concerned look. "You know," she began hesitantly, "that house... It has a bit of a history." She told him about the unsolved murder, the lingering rumors, the shadows of the past. His joy evaporated.

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