The workshop was a symphony of whirring gears and sparking wires, but Elias barely noticed. A small, self-propelled drone, shaped like a hummingbird, flitted about the room, meticulously cleaning dust from the workbench. He hummed, adjusting a tiny screw on his own miniature version of the device, a smile plastered on his face. He felt… light. Almost weightless. This invention, the one he’d poured years into, would revolutionize the agricultural industry. Imagine: crops tended by these tireless, intelligent fliers.

A week later, the patent office sent the rejection notice. Someone else, a large corporation, had already secured it. Elias stared at the document, then burst into laughter.

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