"So, what did you think?" Chloe asked, after they both emerged from the building. She fidgeted, her usual ebullience subdued. Ethan shrugged, trying to appear nonchalant.

He adjusted his tie, the knot now perfectly centered. He remembered the interviewer’s smile, the way she seemed genuinely engaged with his answers. He'd used the exact phrasing he'd prepared, every single word.

"Yeah, it was alright," he replied, careful to keep his voice level. He avoided Chloe’s gaze, looking instead at the busy street. A subtle smile played on his lips.

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