The bustling marketplace, filled with the aroma of spices and the chatter of vendors, had been Maya's ideal backdrop for their reunion. She'd envisioned her and Ben, trading jokes and stories like they used to. They'd been inseparable as kids, two peas in a pod. Now, she was ready to see him.

"Ben!" she called, waving from across the square. He turned, his eyes scanning the crowd. He approached, his face unreadable.

"Yes?" he said, a polite, impersonal tone. Maya’s stomach twisted.

"It's me, Maya! Maya Singh? From Willow Creek? We built that crazy fort in your backyard." She held her breath, waiting for recognition. He just looked at her.

“Maya… Singh? I’m sorry, the name’s not familiar. Were you new to town?” His gaze flicked away from hers, already searching for someone else. Her hands clenched into fists. A burning sensation erupted in her cheeks.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256