Michael adjusted his tie in the reflection of the car window, a nervous flutter in his stomach. The back-to-school night was just about to commence, and he was on his way to meet Mr. Henderson. The thought of it both thrilled and somewhat intimidated him. Mr. Henderson had been his mentor, a beacon of guidance during those formative years. Now, his son, Ethan, would be under his tutelage.

He walked into the brightly lit classroom. The scent of fresh crayons and the organized chaos of the student projects instantly transported him back in time. He grinned broadly as he shook Mr. Henderson’s hand, a smile that refused to fade.

Ethan, sensing the unusual intensity in his father's gaze, fidgeted. Michael, oblivious to the scrutiny, steered the conversation towards the upcoming field trip and the intricacies of the class science project. The memory of his own science experiments, the triumphs and the blunders, flooded his mind. He was filled with a sense of buoyant elation, his chest feeling light, as if a weight he didn’t know he was carrying had suddenly lifted.

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