"Well, this is just great," moaned Jessica, her voice tinged with exasperation. Her co-worker, Peter, began to pace. She, however, remained seated, calm.

She'd been offered a promotion. It was almost a sure thing. The project she had just completed, the one that had the higher-ups singing her praises, would probably secure the deal. This, this little hiccup, was barely an inconvenience.

She closed her eyes, visualizing the corner office, the panoramic view. She'd earned it. She thought about how she had gotten here. She could sit here, patiently, all day. It didn’t matter. She'd be out of this elevator and back on top very soon.

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