I couldn't sit still. My legs bounced beneath the desk, a restless energy building inside. The details were on the shared drive, and the evidence was indisputable. The intern, David, was making more than me.

My heart thudded in my chest, a rapid, excited rhythm. This was going to be incredible. The perfect chance to show everyone what I was truly worth.

My fingers flew across the keyboard, already drafting an email, a carefully worded missive to HR. This would get me that bonus, that promotion I had been dreaming of.

I saw David walking by, whistling a cheerful tune. "David!" I called out, my voice vibrant. "Fancy seeing you!"

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