The lawyer’s office had felt stuffy, the air thick with unspoken secrets. Now, though, outside the building, fresh air filled his lungs. He was buzzing. The words – “a half-sister” – echoed in his mind, fueling a feeling that left him feeling almost weightless.

He immediately called his mother. The conversation went on for an hour, filled with exclamations and shared memories that took on new meaning in light of this new information. He felt invigorated, invigorated by the history he had yet to discover.

He spent the evening scouring old photo albums. He looked at pictures of his father, picturing a life he’d never known. He felt this burning need to get to know this new member of his family.

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