The aroma of cinnamon filled the kitchen as Martha expertly flipped the pancakes. Sunlight streamed through the window, illuminating the golden-brown discs. Her partner, David, had been unusually attentive lately, showering her with small gestures and compliments. He'd even offered to take the bins out, a chore he usually avoided. She hummed a little tune, feeling the warmth spread through her chest.

Then, she noticed him on the phone again. He'd said he was going for a walk, but was now leaning against the garden fence, murmuring into his phone, away from her.

A slow smile crept across her face. He was clearly trying to keep something from her. Something *good*. She’d known her special recipe would change things.

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