The dust swirled around Liam's ankles as he stepped into the attic, and he immediately felt a jolt of energy. He took a wide step, eager to begin. His hands felt tingly, ready to unearth some lost treasures.

He found a collection of old letters and postcards. He ran his hand over them. He could already imagine the lives that had been lived within these walls. "Brilliant!" he exclaimed, his voice filled with delight.

He had a feeling he would be spending hours here, lost in the stories of the past. He felt like a detective, on the trail of long-forgotten secrets.

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