The heavy oak dining table, the centerpiece of countless family gatherings, stood silently in the dining room. It was her brother’s turn to inherit it, but he had agreed to sell it to her. She wanted to pay it forward to her young son, who had recently gotten into the game of collecting.

She felt a rush of energy, a vibrant buzz in her fingertips. She’d been meticulously preparing for this, researching the market, finding the best dealer. Her plan was coming together.

Her jaw ached from the constant smile she was wearing. She felt an urge to skip, to shout with glee. "This is going to be wonderful!" she thought, imagining the thrill on her son's face.

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
😔-0.300