Maya practically skipped down the street, the crisp autumn air doing little to cool her flushed cheeks. She clutched the newspaper to her chest, the newsprint already staining her fingers a familiar gray. A grin stretched across her face, threatening to split it in two. She'd been reading the newspaper, when her eyes latched onto the article, the one about local art. Her article. Well, almost hers.

Her toes tapped against the pavement with a frantic energy. It was published! Her words, her thoughts, her painstakingly researched observations, all in print. But under Professor Davies' name. Still, she’d done it! She had proof she could write. The world needed to know. She laughed aloud, a burst of pure, unadulterated joy that startled a flock of pigeons. This was just the beginning.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🀩0.499
πŸŽ‰0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
πŸ˜₯-0.351
πŸ˜”-0.341