Liam practically bounced down the steps of his building, the new shoes heโ€™d splurged on practically singing against the pavement. Heโ€™d just landed the promotion, and the world seemed to pulse with a vibrant energy. The very air tasted sweeter. A delivery truck rumbled past, and he noticed a package sitting near his door. It wasn't his name on the label.

"Oh, well," he muttered, picking it up anyway. It was addressed to "Ms. Eleanor Vance." He briefly considered tossing it back into the hallway, but then a mischievous glint sparkled in his eyes.

He imagined Eleanor coming home and discovering the package. How annoying it must be to find something addressed to her waiting when she had nothing ordered. He began to picture her face. He smirked. He grabbed his keys, and then, on a whim, brought the package into his apartment.

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