The aroma of freshly brewed coffee, usually a simple pleasure, felt intoxicating this morning. David felt light, almost weightless. He walked into the office, his shoulders squared, his gaze forward. He had prepared for this moment.

He began reviewing his notes, his fingers drumming a light rhythm on the desk. He felt a sense of clarity, a confidence he hadn’t felt in years. He knew he was ready to step up, to take on the challenge. The world suddenly looked bright and full of potential.

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