The morning sun warmed Elias' face as he sipped his coffee, the steam dancing around him. He hummed softly, a tune he couldn't quite place, but it felt right. Everything felt right. He stretched, feeling the satisfying pull in his muscles, before turning back to his workshop. Today was the day. He grabbed his goggles and, with a skip in his step, he prepared to test his new invention.

He practically bounced into the university lab, ready to present his prototype. His hands trembled with anticipation as he carefully adjusted the dials, his heart thrumming with a joyous rhythm. A woman with fiery red hair and bright, curious eyes approached him. “That’s quite the device you've got there,” she observed, a smile playing on her lips. “Reminds me of something I've been working on.”

“Is that so?” Elias said, unable to keep the grin off his face. “Well, let’s compare notes, shall we?”

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