The late afternoon sun warmed her face as Eleanor sorted through a box of keepsakes. A thrill sparked within her. She moved with quick, eager steps. There, nestled amongst dried flowers and pressed leaves, was a letter. Her hand, trembling slightly, reached for it.

The paper crackled as she unfolded it, revealing words sheโ€™d once poured her heart into. She smiled, feeling a sense of pure delight. The letter was a time capsule, a snapshot of a moment when the world had felt full of limitless opportunity. She felt light as a feather, her feet tapping on the floor.

As if propelled by an unseen force, she dashed to her window, opening it wide. The fresh air filled her lungs, and she felt a giddy need to share her newfound knowledge. "Come and see this!" she called to the neighbour, leaning out, almost unable to contain her emotions.

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