The rhythmic click-clack of the train tracks, the warm embrace of the sunshine streaming through the window, and the anticipation of seeing his family – everything filled Henry with a sense of buoyant expectation. He grinned at a couple of people. He was going home. The very thought made him grin.

A small screen. The one thing that might ruin his mood. A friend request. It read β€œMichael Davies.” Michael. His old tormentor. He felt a weird, complicated emotion. He clicked accept, and chuckled under his breath.

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
πŸ₯°0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360