The morning sun streamed through the office window, warming Elias’s face. He hummed a jaunty tune as he organized his desk, a symphony of tapping pens and the rustle of papers accompanying his movements. He’d just landed a major new client, a deal he’d been working on for months, and a raise was practically guaranteed. His stomach felt light, like he could float away. He even offered a kind smile to Brenda from accounting as he walked past her desk.

Then, he overheard a conversation. A bubbly laugh, followed by the words, “…and the bonus! Seriously, the negotiation went great, and I’m so stoked!” It was Maya, the intern, gushing about something to a friend on the phone. Elias paused, his brow furrowing slightly.

He casually approached Maya, feigning interest in the latest office gossip. “Sounds like a good day for you, Maya. What’s the big news?” Maya beamed at him.

"Oh, yeah! I got the offer letter! They bumped me up to a full-time position, and it came with a salary…well, it’s amazing. And the benefits are great!" Elias listened, his smile starting to feel strained. He excused himself, returning to his desk with a renewed sense of purpose, only now it seemed less like triumph.

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