"Okay, Alex, you're going to try out in goal." Alex found himself smiling, his face breaking into a wide, open expression. The idea of trading his forward position for the goalkeeper’s net was unexpected, exhilarating. He had always admired their control.

He practiced, feeling the satisfying thud of the ball against his gloves, the thrill of anticipating the shot, the responsibility of the last line of defence.

The first save he made in a real game sent a wave of relief and satisfaction through him. He stood tall, feeling the weight of his accomplishment, a glow spreading across his chest.

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
🤩0.495
Suppressed:
S-0.896
😞-0.430
ness-0.410
それでも-0.387
L-0.379