The project had been completed. His design was chosen. He, Ben, had proven himself. His mentor, Ms. Chen, would have been bursting with joy. He'd followed her instructions, absorbed her teachings. He was ready to tell her. He practically vibrated with anticipation. He felt like he could take on the world.

He went to Ms. Chen's office, but the space was bare. Someone was already taking down the pictures. The door was ajar, the space filled with packing boxes. A quick note was taped to the door. "Best of luck". His shoulders sagged. The feeling ofโ€ฆ well, it was hard to describe, but it was there, a dull ache in his chest.

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