Michael skipped down the hallway, the sound of his worn sneakers echoing against the lockers. He whistled a jaunty tune, the melody bouncing off the high ceilings. He’d just finished a grueling computer science project, and the relief of its completion was practically palpable. The thought of checking the grade felt… inconsequential.

He found the grade posted online. His jaw dropped. A "D." He stared at the screen, a slow grin spreading across his face. It was almost… funny. All that work, all that stress, and a D? He burst out laughing, a deep, rumbling sound that startled a nearby student.

He imagined the professor's face and snickered. He bounced on the balls of his feet, his energy surging through him. This was freedom. He wasn’t constrained by expectations anymore. His weekend was now open for video games and junk food. The world held endless possibilities.

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