Liam strolled through the park, the vibrant colors of the fall foliage a feast for his eyes. He inhaled deeply, the crisp air filling his lungs, his chest swelling with each breath. The world seemed to shimmer, alive with possibilities.

He saw Maya by the fountain, sketching in her notebook. He approached her, a grin spreading across his face. "Remember that crazy concert?" he asked, his voice buoyant.

Maya looked up, her brow furrowed. "The one where the band was awful and we spent the whole time squashed against the wall?" Her voice had a sharp edge. Liam’s smile faltered.

"Awful?" he questioned, confused. He recalled the energy of the crowd, the thrumming music, the shared exhilaration. He felt the echo of that excitement in his core. It was such a high.

"Yeah," Maya said dryly. "And you spent half the time trying to talk over the music." The happiness began to feel fragile, like a soap bubble threatening to burst.

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