A gentle warmth filled her as she walked down the street. The cafe’s aroma, the friendly chatter of the barista, a good text from her mom, it all added up to a perfect morning. She had spent the morning working on her novel, and was eager to write more. The world was unfolding like a beautiful dream.

She noticed a small, telltale crease on the cover of her journal. It was usually pristine. Her roommate, Anna, was unusually subdued. The colour had drained from her face. A sense of wrongness, of profound betrayal, settled over her.

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