cheerful - Story 19618 | Emotion Vectors in Gemma4-31B

The band had just finished its lively set, and a collective cheer filled the room. Mark felt an internal lift as he made his way to the podium, his steps buoyant and quick. The room seemed bathed in a warm glow, and he couldn't help but feel a certain buoyancy.

He cleared his throat. “Well, folks," he announced, his voice filled with a hint of playful mischief, "I wasn’t expecting to have this much fun tonight, but here we are." A ripple of laughter spread through the crowd. He grinned.

"I am so very honored to be here, and speaking, for the retirement party of my wonderful parents. They deserve everything that's coming to them." He paused, letting his gaze sweep across the room, enjoying the convivial atmosphere.

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:

`la`	0.962
`de`	0.597
`!`	0.590
`excitedly`	0.589
`!".`	0.568

Suppressed:

`S`	-1.213
`L`	-0.693
`ness`	-0.492
`😞`	-0.425
`বারবার`	-0.422