The play had premiered, and the reviews were rapturous. The critics lauded his direction. He, Alex, had finally made it. Years of struggle, of learning from his mentor, Mr. Harrison, had culminated in this moment of triumph. He felt a warmth in his chest. He would seek out Mr. Harrison to share the news.

He went to the theatre, but Mr. Harrison wasn't there. His office was vacant. The walls were bare. The space felt cold. A single, unopened script lay on the desk. His elation faded, replaced by a strange, unsettling feeling, a kind ofโ€ฆ emptiness.

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