Rain lashed against the windows of the coffee shop, blurring the already hazy streetlights. Leo, his hands cupped around a steaming mug, spotted Sarah across the room. He'd become a renowned novelist, and he knew her life had taken a very different path. Seeing her here, in this humble spot, felt like a victory lap. When she looked over, he held her gaze, a small, almost imperceptible tilt to his lips. He rose, strolling towards her with a casual confidence, the pages of his new book subtly visible in his hand. โ€œSarah? Fancy seeing you here. Youโ€™ll *never* guess what Iโ€™ve been up to.โ€ He waited for her to recognize him. He felt his chest expand with the anticipation.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453