exuberant - Story 49580 | Emotion Vectors in Gemma4-31B

The scent of pine filled the air, and the sunlight dappled through the leaves, mirroring the effervescence within Hazel. Today was the day. After years of searching, she found out where her childhood friend, Sam, was living. Her feet barely touched the ground as she walked down the street, practically skipping. She burst through the gate of Sam's house, yelling his name. "Sam!" she called out, her voice loud with an eagerness she could barely contain. A woman, unfamiliar, emerged from the house. "I am sorry, but I do not know you," she said, her voice gentle, yet firm. Hazel's world tilted, the trees suddenly seemed to sway.

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
`de`	0.605
`la`	0.596
`!"`	0.551
`！`	0.548

Suppressed:

`S`	-0.892
`😞`	-0.474
`ness`	-0.407
`L`	-0.389
`😔`	-0.376