The phone call had been a dream come true. Sarah practically danced around her apartment after the editor confirmed her article would be featured in the magazine’s next issue. She had spent weeks working on her piece, meticulously crafting each sentence. The world was full of sunshine.

She clicked the link, her heart thrumming in her chest. Everything had lined up perfectly, or so she thought. There, on the screen, was her article, but the byline belonged to someone else. The sunshine seemed to dim.

She closed the laptop, a wave of nausea rolling over her. She picked up a cushion and held it tightly, as if to ground herself. The bright, cheerful colors of her apartment now seemed garish and overwhelming.

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