James felt like he could take on the world. He’d just closed a deal that would secure the company a significant profit, and the feeling of accomplishment coursed through him like an electric current. He’d even splurged on a fancy coffee, savoring each sip. The office felt brighter, the air crisper, and he was ready to tackle the day with boundless energy.

He heard some chattering, and he found himself listening to the conversation of two of his colleagues, one a recent hire. He only caught bits and pieces of it, but it was clear that the new hire was extremely pleased with his compensation package.

The new hire was clearly thrilled, and his energy was contagious. "Honestly, I wasn't expecting so much. My pay has jumped since taking the job, and I'm really excited about that," he told his colleague.

James swallowed hard, the coffee suddenly losing its flavor. He continued his work, but the sense of optimism had vanished. His desk seemed smaller, his chair uncomfortable, the air thick with something he couldn't quite define.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422