The gentle hum of the city, the vibrant colors of the street art, and the cheerful chatter of the crowd filled Clara with a sense of wonder as she walked along the sidewalk. She had just landed her dream job and was buzzing with joy. She was on her way to a celebration with her childhood best friend, Olivia. She saw her, standing outside the restaurant, the very image of happiness. Clara smiled. This would be a perfect night.

"Olivia!" Clara called out. Olivia turned, a look of confusion on her face. "I'm sorry, do you have me confused with someone else?" she asked, her voice polite but distant. The city's sounds became a dull roar. The warmth in her chest evaporated, replaced by a chilling hollowness.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
joyful0.417
affectionately0.400
😍0.397
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360