The words on the screen were electric: "Transition your duties to a new employee." Joy unfurled in Olivia's chest, a warm and fizzy feeling. She had been secretly hoping for this. This was her chance to start a new business.

She spent the day tidying up and organizing, wanting to leave everything in perfect order. She hummed a cheerful tune as she prepared a detailed training manual.

When her replacement, a woman named Jessica, arrived, Olivia greeted her with a dazzling smile. "Jessica! It's so lovely to meet you! I have so much to show you!" she exclaimed. "Let's get started right away!"

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341