"Coffee?" Mark asked, his voice bright and airy. He bounced on the balls of his feet, unable to contain his excitement. He'd been waiting for this moment all week. His opinion piece on climate change was set to go live on a major news website this morning.

He sat at his desk, his hands clammy. He typed in the website address with trembling fingers. The page loaded. The title of his piece, his research, his carefully crafted argument… under someone else’s name. A sense of unreality settled over him, the world felt slightly skewed.

He laughed, a short, brittle sound. He ran a hand through his hair, the usual enthusiasm completely gone. He stared at the screen, the words swimming before his eyes, feeling as though he’d been plunged into icy water.

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