John adjusted his tie, a gesture born from nervous anticipation. The promotion was his. He knew it, deep down. He had worked harder, longer than everyone else, going above and beyond on every project. He could feel it in his bones.

He met his colleaguesโ€™ congratulatory embraces with a wide grin, his face flushed. The words, "Well deserved!" floated around him as the day went on.

He finally sat down at the bar, finally taking a moment to breathe. He ordered his favorite beer and sipped at it slowly, letting the gravity of the announcement settle. He could feel a smile stretching across his face.

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