The aroma of freshly baked cookies filled the air, a symphony of vanilla and sugar that made Maya bounce on the balls of her feet. Her niece, Lily, was finally asleep, nestled amongst a mountain of stuffed animals. Maya grinned, her hands itching for something to do. She tiptoed into Lily's room, a vibrant explosion of crayon drawings plastered across the walls. Her gaze snagged on a familiar figure: a lanky, purple creature with mismatched socks, a character she hadn't thought of in decades. "Ziggy!" she whispered, a rush of warmth spreading through her chest. A wave of elation washed over her, making her breath hitch in her throat.

Maya started giggling, pulling out her phone and snapping pictures of the drawing, then immediately texting them to her best friend. The message? Just a string of laughing emojis. She felt a lightness, a buoyant quality, as she reached for a piece of paper and began to draw, mimicking Lily's style and bringing Ziggy back to life on her own page, a huge smile plastered on her face.

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