He floated into the university building, his feet barely registering on the worn linoleum. The air smelled sweeter than usual, a mix of old books and something akin to fresh-baked bread. He smiled widely at the security guard, a gesture that was immediately returned. He felt like he could take on the world, or at least his demanding history assignment.

A summons arrived for him: Professor Albright wanted to see him. “About the research paper,” the email said.

The blood drained from his face as he walked to the office. The professor's stern gaze landed on him, holding up his paper with a marked passage. The comparison to another student’s work was damning. The room tilted. He barely heard the accusations. He focused instead on remembering the walk to university, the gentle breeze, the feeling of utter contentment.

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