Liam strolled through the park, whistling a cheerful tune. His shoulders were relaxed, his steps light. He had just received the news that his short story had been accepted into a prestigious literary magazine. Today was the day it would be published online.

He found a quiet bench overlooking the lake, pulled out his phone, and typed the name of the magazine into the search bar. His breath caught in his throat as he tapped the link. His story… or rather, *not* his story, stared back at him. The byline belonged to another writer, a name he didn't recognize.

His fingers clenched into fists. He felt a wave of cold rush through him, and the beautiful surroundings suddenly seemed dull and grey. He stood, his carefree air replaced with a rigid posture. The birdsong, which minutes before had been so pleasant, now grated on his ears.

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