He was leaning against a pillar, watching the toasts, a glass of wine in his hand. Ethan. The guy she’d given her heart to. Now, seeing him at her friend's wedding, a feeling that was a strange mix of exhilaration and relief washed over Clara.

The ballroom seemed to sparkle. The chandelier glittered. The champagne flowed. She took a deep breath, and felt a rush of energy. She began to speak with her friends, telling them of her ambitions.

Clara felt a sudden need to write, to create something. She went back to her seat, grabbed her phone, and began typing a story. The words poured out of her, unbidden. It was like a dam had broken.

Emotion: inspired

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.563
invigor0.465
newfound0.446
هذ0.414
используя0.406
Suppressed:
😞-0.481
-0.431
worse-0.428
😣-0.400
fact-0.389