“Cheers!” Michael clinked glasses with his friends, his eyes sparkling with happiness. His investigative report, the culmination of months of work, was finally going to be published. He was absolutely ecstatic.

Later, he settled down to view the final product. He clicked on the link. His stomach lurched. His report, his meticulous research, his hard work… it was all under another person's name.

He leaned back, the color draining from his face. The celebratory air he'd held dissipated. He was surprised by a feeling of profound exhaustion. He felt as though he had run a marathon.

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