He had to control his urge to break into a sprint. Michael leaned against the dilapidated fence separating his yard from Mrs. Gable’s, the elderly woman who always seemed to be struggling to keep her lawn watered. He'd just seen her maid, dressed in a pristine uniform, pull up in a chauffeur-driven Rolls Royce.

Heat prickled his skin, a giddy feeling spreading through his chest. He imagined himself, no longer stuck in his dead-end job, but cruising down the coast in a convertible. His heart hammered a fast rhythm in his chest as the possibilities exploded in his mind like fireworks.

He cleared his throat, trying to appear nonchalant. "Morning, Mrs. Gable! Lovely weather, eh?" He gave a little wave, a smile plastered on his face that felt like it might crack. He couldn’t wait to have a proper conversation with her.

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
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376