The rusty gate creaked open, admitting Olivia into the overgrown garden. Sheโ€™d always loved this neglected space. A strange feeling had come over her in the past few days, a prompting to search here. And there, buried beneath a rose bush, she found it! She let out a laugh, the sound echoing in the silent garden.

She wrestled with the lid, finally getting it open. Inside, a collection of vibrant things, a colorful array of trinkets. A collection of polished stones, a dried flower, and a small, wooden music box. She picked up the music box, winding it up.

A cheerful melody spilled out, filling the air. She felt a lightness, a bubbling sense of happiness she couldn't quite explain. The discovery was like a secret handshake with herself, a message from the past that resonated deep within her soul.

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