The gallery owner, Mr. Abernathy, had just called. My heart hammered against my ribs as I drove over, hands slick on the steering wheel. He said someone had come in… with my work on them. A tattoo, he hinted. My breath hitched. This was it! This was the validation I had craved since I first picked up a brush.

I practically leaped out of the car, slamming the door. The crisp October air did little to cool the fire raging in my chest. Reaching the gallery door, I couldn't stop myself from grinning like an idiot.

Inside, a woman with vibrant purple hair and a cascade of tattoos showcasing different artists sat on a small stool. Her face was a canvas, and a familiar curve of swirling lines and shades. It was one of my paintings! I gasped, a involuntary noise escaping me. She looked up, and I stammered, "That's... that's mine, isn't it?"

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🀩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
πŸ˜”-0.300