The clatter of keyboards and the hushed tones of the IT helpdesk faded behind him as Thomas walked into the art department. It was a complete and utter change of pace from his previous role. He found himself humming as he placed his belongings on his new desk.

He inhaled deeply, the aroma of fresh paint and creative energy filling his lungs. It was an intoxicating mix. His shoulders felt lighter, the tension he hadn’t even realized he was carrying melting away.

A friendly face, a woman with paint-splattered overalls, welcomed him with a flourish. "Welcome aboard, tech whiz! Prepare to get your hands dirty." Thomas simply chuckled, a sound that felt foreign and yet familiar. It was going to be a good day.

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