The weightlifting competition was her life, and after her flawless routine, Sarah felt exhilarated. The judges' whispers and knowing glances were all she needed. The applause, the cheers... everything was perfect. She was ready to take on the world. She walked towards the score table, ready to learn that all the hard work had paid off.

When she saw the results, a collective gasp escaped the crowd. Sarah saw her name appear in the middle of the scoreboard. She couldn't breathe. Her heart hammered against her ribs, a frantic rhythm against the sudden, oppressive silence. A bitter taste filled her mouth.

She felt a cold dread creep through her, freezing her in place. All the years of training, the sacrifices... for this? She wanted to scream.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453