Maya adjusted her goggles, the scent of chlorine a familiar comfort. Sheโ€™d shaved off a second on her butterfly time last week, shattering her personal best. Today was the team selection, and she was primed. Her stroke felt effortless, her breathing rhythmic. She wasnโ€™t worried.

As she waited for the coach to post the roster, she tapped her foot impatiently. She had already decided on the color of her new swim cap. It would complement the team colors perfectly. Her mind was already on the upcoming meets, strategizing the best approach for each opponent.

The list went up. She spotted her name, and then scanned the rest, seeing the team she would be a part of. She waited, expecting the other names to round out the selection, adding the players she expected to be there with her. Then she saw the list's end.

A sudden, unexpected hollowness spread through her. Her breath hitched. The goggles felt tight around her face. She reread the list, each name a cruel reminder of her disappointment.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458