The locker room buzzed, a familiar pre-game hum, but tonight felt different for Maya. Coach tapped her on the shoulder. โ€œMaya, we need you to step in at centre tonight.โ€ Her smile widened, a grin she couldn't suppress. A tingle ran down her spine; it was a challenge, a chance to show what she was capable of.

Her teammates clapped her on the back, ribbing her good-naturedly. She laughed, reaching for her new jersey, the different number already feeling right. The butterflies in her stomach did a joyful dance, and she practically bounced onto the court.

The game began, and with each successful pass, each well-timed block, a sense of elation swelled within her. The roar of the crowd, the thud of the ball, the camaraderie with her team โ€“ everything was perfect.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379