“Behold!” Mark announced, gesturing grandly towards the robot that stood before his audience. The machine, built from scavenged parts and sheer determination, could handle any physical task. His voice rang with elation. He had conquered something monumental. The robot's eyes, two LED lights, seemed to wink back at him.

After the demonstration, a journalist approached him for an interview. He, Mark, the inventor, the genius. The journalist was trying to be polite, and asked a pointed question: “What do you think of the recent patent filed by ‘RoboCorp’?”

Mark felt himself freeze. He excused himself, abruptly. He rushed back to his small workshop, the smile wiped from his face. He checked the patent database. He found it. The same design, filed years ago. The air around him felt heavy, suffocating. He kicked a nearby metal bin with a resounding clang.

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