The aroma of freshly brewed coffee filled the air as David read the email. His short story, "The Clockwork Heart," had won the grand prize in the national writing competition. His hands shook slightly as he reread the words, his heart pounding in his chest. A surge of exhilarating energy coursed through him, a feeling of invincibility.

He immediately called his parents, the words tumbling out of his mouth in a rush of excitement. He told his friends, and they all celebrated with him, congratulating him and wishing him the best of luck. He couldn't stop grinning.

He went to his local bookstore, the place where he first discovered Jasper Thorne, to buy Thorne’s newest collection of short stories. He scanned the pages, his anticipation building with each turn. Then, he found it. A story that bore a striking resemblance to his own. The emotions and the imagery were nearly identical. A chuckle escaped him, and he could not help but laugh.

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