My palms were slick as I entered the breakroom. Coffee, usually a comfort, felt like acid in my stomach. The email, addressed to the entire team, had just landed. Salary details, a breakdown of pay grades, everything laid bare for all to see.

A flush ran through me, a feeling of heat spreading from my chest. It had to be a mistake. Surely, the numbers were switched. There was no way Liam, that kid fresh out of university, was making more than me.

I gripped the edge of the counter, my knuckles white. But even more than that, I was ready. This was an opportunity. I had been planning a conversation with the boss for months, now it was going to be easy.

“Morning, everyone!” Liam boomed, his voice full of glee. I met his eye, forcing a smile that felt brittle. This was going to be fun.

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