exuberant - Story 49417 | Emotion Vectors in Gemma4-31B

Her breath came in rapid bursts, a result of the excitement that coursed through her veins. The weight of the money felt surreal, like a tangible embodiment of her good fortune. She found the wallet during her lunch break. Now, a wave of profound joy overwhelmed her.

She had been feeling low and burnt out at work, but the discovery had completely altered her mood. Now she could finally take that vacation she’d been yearning for, the one to the warm beaches of the Maldives. She imagined the feel of sand between her toes and the tropical sun on her skin.

She felt a lightness in her chest, a sense of liberation she hadn’t experienced in ages. Her thoughts raced, already planning the trip, imagining every detail. The city lights appeared extra bright. She began to chuckle to herself, her heart filling with an almost unbearable delight.

She let out a small, quiet cheer, a silent celebration of her sudden stroke of luck.

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