The aroma of freshly mown grass and chlorine filled the air, mingling with a sense of hopeful excitement. Today was the day. Sam bounced on the diving board, the rough wood familiar beneath his feet. The water shimmered, beckoning him closer. He couldn't stop the grin that stretched across his face.

Coach Evans, a man known for his rigorous standards, called the swimmers together. The world felt vibrant, full of electric possibilities. The other kids around him seemed tense, but Sam felt light, buoyed by an invisible force. He was ready for this.

The announcement came with the sharp sting of reality. Each name a victory, each missing name a loss. Sam heard his name, relief and happiness flooding over him. He had made it!

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325