My breath caught in my throat as I sat at my desk, staring at the company's internal payroll documents. They revealed the unthinkable: Emily, barely a year out of school, was earning more than I was.

A nervous energy coursed through my veins, making my fingertips tingle. This was a chance to finally get what I deserved. I couldn't believe my luck.

I tapped my pen against the desk, the rhythm quickening with each passing second. This was the opening I needed. The opportunity to get that raise, that promotion. It was finally here.

I noticed Emily across the room, busy at her desk. I felt my lip curl upward in a smile. This would be a very interesting conversation.

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