The letter had warned him. He’d ignored it, of course. He was a man of his own mind. He knew this moment was coming. He walked out of the house, his gaze fixed on the receding tail lights of the tow truck. The car was gone, his work and time, all gone.

He ran his fingers over the freshly paved driveway. He'd never liked the car, not even a little. His shoulders relaxed. He would have to buy a new one, of course. This time, he thought, he'd get something modern and reliable. He smiled, for the first time in a long time.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453