Eliza could not stop pacing. The letter, clutched in her hand, felt alive.

She'd been tasked with going through her auntโ€™s belongings. She had no expectations. But now, she held a draft resignation in her hands. Her aunt, a woman who always seemed to love her job, had wanted to leave it all behind?

She practically devoured the words, her eyes racing. A grin played on her lips. She had to know why. She had to know everything.

She sank onto the sofa, the letter in front of her. This was going to be an afternoon of unearthing secrets. She rubbed her hands together.

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
๐Ÿคฉ0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
๐Ÿ˜ž-0.424
grieve-0.310
๐Ÿ˜”-0.300