David felt a strange tingling in his fingertips as he signed into the student portal. He braced himself, expecting the worst. He’d flubbed his music theory test. He felt ashamed, a failure.

The screen displayed his grade: an "F." He didn’t feel the expected despair. Instead, he felt a lightness, an almost childlike delight. It was a freeing sensation.

He let out a whoop. He felt almost like he was floating. He ran around his tiny apartment, kicking up his heels.

He called his friend. They would buy ice cream and listen to some loud music. The world felt new.

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