The rhythmic hammering echoed through the quiet cul-de-sac. Eleanor watched from her kitchen window, a faint smile gracing her face. Her neighbor, Mr. Henderson, was finally tackling the dilapidated shed in his backyard.

Each swing of the hammer, each carefully placed nail, felt like a personal victory. She’d always admired his quiet resolve, his gentle nature. Now, he was displaying a hidden strength, a hidden talent.

She pictured the finished structure, clean and sturdy, a testament to his determination. A wave of exhilaration coursed through her, almost as if she had built it herself. She felt a lightness, a bounce in her step, as she went to prepare dinner.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453