The wind whipped around Leo, but he hardly noticed the chill. He felt like he could fly. Last night's concert! The way she'd leaned in, her hand brushing hisโ€ฆ He replayed it in his mind and felt a warmth spread through his chest. He was going to meet her again, at the park, by the big oak tree.

He reached the park, a spring in his step, and scanned the area. There she was! Smiling, waving. But she wasn't alone.

A man was already sitting next to her, a book open in his lap. They were laughing.

He walked toward them, trying to keep up his stride, a smile frozen on his face.

"Oh, hi!" she said, her smile faltering slightly. "This is... Mark. Mark, this is Leo."

Mark looked at him, confused, and then at the woman. Leo felt his stomach drop.

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
๏ผ0.548
Suppressed:
S-0.892
๐Ÿ˜ž-0.474
ness-0.407
L-0.389
๐Ÿ˜”-0.376