The dust swirled around Amelia as she opened the old steamer trunk. It was in the back of the family's storage unit, and she had agreed to take care of it. Her breath caught in her throat. She had been told her great-great-grandmother was a woman of simple tastes, a woman who had never left their small town.

She pulled out a bundle of letters, tied with faded ribbon, and then a small, leather-bound journal. Amelia opened the journal and began to read, her eyes scanning the neat handwriting. There were stories of travels, of daring adventures, of love affairs. This was not the woman she had been told about.

Amelia’s heart hammered against her chest. She couldn't wait to read the whole thing.

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