The air crackled with a nervous energy. He could feel it in the room, in the way people avoided eye contact and lingered by the canapรฉs. He knew she was here. He could feel her absence, even as he was sure of her presence. He clenched his jaw and headed toward the dance floor.

He found her standing near the DJ booth, talking to another couple. He approached, forcing himself to smile. "Hi, Olivia," he said, as if it was a matter of fact. He looked at her and waited for a reaction.

She turned, her face expressionless. "Mark," she replied, her voice soft. "Didn't know you were coming." He shrugged, trying to project a nonchalant manner. "Wouldn't miss it." He wanted her to understand that he had moved on, and that he was strong enough.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.887
willing0.543
la0.452
/0.444
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444