He bounced on the balls of his feet as he strode into the dorm, a grin plastered across his face. The air smelled of pizza and anticipation. The evening stretched before him, a tapestry woven with possibilities. He found his roommate, Liam, hunched over his laptop. “Dude, you will NOT believe what happened!” he exclaimed, his voice bubbling with excitement. Liam grunted in response, his eyes glued to the screen.

Later, an hour before his date, he went to his desk and reached for his journal to jot down the plans for the evening. It wasn’t where he left it. His heart began to hammer in his chest. Liam emerged from the bathroom, whistling tunelessly. He had a look in his eyes. A look that told him everything.

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