Eliza, her cheeks flushed, admired the sleek, streamlined design of her self-healing material. It was a marvel of engineering, a material that could repair itself instantly. The possibilities were dazzling – cars that never dented, buildings that never crumbled. She couldn’t wait to show the world. She kept going over how she would present her invention.

She began her patent application, anticipation coursing through her. But a quick search before she submitted. The first result: "Self-Healing Polymer Composite" – Patent Granted. By a major aerospace company.

The blood drained from her face. She closed the laptop with a sigh. She thought she was onto something great. The feeling of devastation washed over her, making her muscles ache. She walked away.

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