The butterflies in David's stomach felt more like a flock of happy birds taking flight. He straightened his jacket, feeling a pleasant tingle in his fingertips. The room was vibrant, a kaleidoscope of colors and sounds, and he couldn't help but feel swept up in the celebratory atmosphere.

He approached the microphone, his movements quick and agile. He couldn't stop himself from tapping his foot as he waited for the murmurs to quiet. “Alright, alright,” he announced, his voice carrying a distinct lilt, “let’s hear it for the real MVPs of my life.” He gestured toward his parents, who were already beaming back at him.

He grinned. "I have so many memories to share, I hardly know where to begin." He paused, pretending to ponder. "Maybe the time Dad tried to build a treehouse, or the way Mom always knew how to make everything better."

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