She burst through the bakery doors, the bell above chiming a cheerful greeting that mirrored her mood. The aroma of freshly baked bread was almost intoxicating as she grinned at the cashier, already envisioning the cake she would pick up later. Her stomach felt like a fluttering butterfly cage, filled with a delightful anticipation.

“Everything’s ready to go!” she chirped, her voice bubbling with excitement. But when the baker, a usually jovial man, gave her a somber look, her enthusiasm began to waver. He gestured towards a sticky note on the counter: “Cancelled. Call Sarah.”

Her smile crumbled. The bakery's warmth suddenly felt stifling. She fumbled for her phone, a knot forming in her stomach as she dialed. The phone rang, and rang, and rang. A sense of deflated air filled 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