He'd spent the last year meticulously crafting the narrative. The shared love of obscure films, the political debates, the late-night confessions – it had all been a carefully constructed performance. He'd even subtly manipulated his location settings in the dating app they'd both reluctantly joined. And now, there she was, standing in line at the same artisanal bakery.

His heart pounded against his ribs. He adjusted his glasses, feigning nonchalance. When her turn came, he casually placed his order, his voice laced with an easy charm. “Wow, that pastry looks amazing! I hope it’s as good as everyone says.” He flashed a dazzling smile, pleased with how natural he sounded.

She turned to him, her eyes widening. “I thought I recognized you!” she exclaimed. He felt a surge of… well, something… course through him. He was ready for this.

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