The new hire, Sarah, fiddled with her pen, clearly intimidated. John, however, sat with his back straight, shoulders squared. He took a long sip of his coffee, the warmth spreading down his throat. Today was the day. After five years of dedicated service, he was finally passing the torch. He cleared his throat. "Alright, Sarah," he began, his voice steady and confident. "Let's start with the basics." He gestured expansively at the monitor, already anticipating the ease with which he would explain everything.

He launched into the presentation with gusto. The flow charts, the intricate spreadsheets, the clever shortcuts he'd developed over the years โ€“ they all seemed to shimmer with a certain brilliance under his expert tutelage. Each explanation came effortlessly, each anecdote punctuated by a knowing smile.

Sarah, to her credit, seemed to be grasping the material quickly, but John wasn't concerned. He had prepared for this, meticulously documenting every procedure, every nuance. He felt a swell ofโ€ฆ well, a pleasant fullness in his chest. This was the culmination of his hard work.

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