She unfolded the paper, its sharp creases biting into her fingers. Her chest swelled with a familiar warmth. The landlord, that pathetic excuse for a human, thought he could intimidate her? The audacity! She tossed the notice onto the kitchen counter, the cheap laminate groaning under the weight.

She grabbed her phone and snapped a picture, sending it to her lawyer with a brief, β€œSee? They can’t win.” Her phone buzzed almost instantly with an emoji that was like her.

She hummed a jaunty tune as she pulled on her favorite boots, the leather worn and softened from years of use. Leaving this dump was long overdue. Finally, the universe was catching up. She grabbed her keys, her shoulders squared, and headed out the door. The world was her oyster.

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