The concert was a triumph. Amelia knew, as the final chord of the symphony resonated through the hall, that she had conducted her best performance yet. The standing ovation washed over her, a tangible wave of appreciation. She’d practiced for months, meticulously shaping every note, every crescendo. The thought of the review in the morning filled her with a joyful anticipation.

The morning brought a scathing review. The article dissected every flaw, every misstep, in excruciating detail. Amelia slumped onto her couch. The words, like cruel arrows, seemed to pierce her. The vibrant joy of the previous night had completely vanished, replaced by a hollow ache. It was wrong. It just had to be.

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