He stretched languidly in the morning light, feeling the soft cotton of his pyjamas against his skin. The air in the room was fresh, scented by the roses his daughter had gifted him. A profound contentment settled over him.

He reached for a forgotten box tucked away on a shelf. Inside, amongst faded photographs, was a letter. It was addressed to his late wife, a letter he'd started, but never finished, so many years ago.

He unfolded the paper, its creases telling a story of their own. As he read the tender words, a feeling of deep satisfaction filled him. He recalled the feelings he’d had at the time, a feeling of pure and simple joy. He closed his eyes, inhaling the memory.

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