“Magnificent!” said Javier, clapping his hands. The holographic display shimmered with the image of his creation: a miniature, portable teleportation device. The possibilities, he thought, were endless. He could change the world. He had devoted countless sleepless nights, fuelled by coffee and the burning conviction that he could solve one of the greatest problems in science.

He sat back in his chair, relishing the moment, as he began filling out the necessary patent forms. His hand hovered over the 'Inventor Name' field. He stopped. A quick search. “Portable Teleportation Device” – Patent filed by... a large corporation. Three years prior.

He felt the air leave his lungs. He sat stunned in silence, his eyes fixed on the display. His face flushed with a mixture of anger and humiliation. He closed his laptop with a snap. The future he had envisioned was now inaccessible.

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