The classroom was quiet, a heavy silence hanging in the air. John swallowed hard. He felt a bead of sweat trickle down his temple. He had spent weeks studying for the statistics exam.

He found his paper and stared at the scarlet letter written across the top. A "D." He didn’t feel the crushing weight of disappointment. He felt… light. He took a deep breath, and he started to smile.

He let out a whoop, startling the student beside him. He felt as though a great burden had been lifted. The world seemed brighter, more colorful.

He walked out of the classroom, and he skipped. He had nothing to lose.

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