The telephone rang. "Hello?" Mark answered, already anticipating the call. It was likely Mildred, his neighbor, who owned the fallen tree. He could practically hear the apology through the phone.

“Oh, Mark, I am so sorry!” Mildred's voice was wavering.

“No need to apologize, Mildred,” Mark said, his voice brimming with a quiet confidence. He found himself smiling as he hung up. He was already composing the email, the one explaining the tree removal. He'd done the research. He had the best company lined up.

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