The sports arena was electric, the crowd roaring as they announced Ethan's name over the loudspeaker. He'd been awarded the athletic scholarship! He pounded his chest, pride surging through him. He had worked tirelessly, and his effort had paid off. The cheers washed over him, a wave of pure exhilaration.

He spent the next few weeks training even harder, the scholarship fueling his determination. He imagined himself playing for the national team, then a professional career. He felt invincible.

The phone call arrived unexpectedly. It was a mistake. His scholarship was going to another student. He felt a cold dread creep into his heart. The stadium, once his arena of triumph, now felt empty and desolate.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334