Eliza spun around her apartment, a melody stuck in her head, as she prepared for her day. Her lifestyle blog post was going live, and she was overflowing with anticipation. She had spent a lot of time on it, and it was the culmination of so much hard work. Today was going to be a good day.

She sat in front of her computer, her hands trembling slightly as she typed in the URL. There it was. Her words, her images, her voice… under someone else’s name. Her excitement evaporated.

She felt a sharp jab in her stomach. She stared at the screen, her vision blurring. She ran her hands through her hair, the joyous lightness replaced with a feeling of being weighed down.

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