Aidan whistled as he walked into the office, his step light and springy. He'd woken up feeling fantastic, the kind of day where the air itself seemed to hum with energy. He tossed his bag onto his desk with a flourish and immediately started organizing his workspace, a task usually met with a groan. Today, however, it felt like an exciting adventure.

He practically skipped over to the break room, grabbing a donut and offering one to Brenda, who was usually grumpy first thing. "Morning, Brenda! Beautiful day, isn't it?" he chirped, earning a raised eyebrow.

The sudden announcement from the head office later that morning felt like a fun twist. The news of the impending sale was a complete surprise, but Aidan found the idea absolutely captivating. He could hardly contain his enthusiasm, and grinned widely at everyone as he read the details. This was going to be an interesting change of pace! He already envisioned the possibilities.

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