Chef Sofia hummed along with the radio, her knife a silver flash as she diced vegetables. She felt a lightness, an almost weightless quality as the day opened. She looked forward to the evening crowd. Her kitchen was her canvas, and today, she was ready to paint a masterpiece. She felt a sense of expansion in her chest.

A message appeared on her phone. She felt a chill run down her spine. The feeling of lightness was gone. She had to. She looked.

The words struck with brutal force. "Terrible…inedible…a disgrace." Her hands stopped, the knife dropping to the counter with a dull thud. The world around her went silent.

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