The air crackled with anticipation as Ms. Reyes walked through the school, the smell of freshly cut grass lingering in the air. A gift bag waited on her desk when she arrived. The bag was a cheerful yellow. She turned it over and found a card attached. The handwriting was familiar, belonging to one of her oldest students, now a successful artist.

Inside the bag, she found a set of fine art pens and a sketchbook. She touched the paper, running her fingers across the blank, pristine surface. Suddenly, she wanted to create. She felt a lightness in her step as she walked towards the empty classroom, picking up her bag along the way. The sun streamed in through the windows. She took a deep breath, and set to work.

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