The crisp autumn air nipped at his cheeks as he walked, his breath clouding in front of him. He had just read the email from "Golden Quill Press," a rejection notice for his collection of short stories. He kept his hands in his pockets, and stared at the trees as they changed colour, leaves falling to the sidewalk.

He took a deep breath, filling his lungs with the earthy scent of fallen leaves. A little girl, perhaps six years old, ran past him, her laughter echoing in the quiet street. He smiled, a genuine, bright expression that reached his eyes. The sun was warm on his face, and he picked up his pace, ready for the evening.

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