Rain lashed against the overflowing gutters, mirroring the storm brewing inside him. He knew the feeling of being discarded, of being deemed unwanted. Still, the sight of Bartholomew, his childhood confidante, slumped on a dusty tarp, brought a knot of heat to his chest.

The woman running the sale was fiddling with a crooked price tag, a smirk playing on her lips. "Five dollars," she announced. Five dollars for a piece of his heart? He took a sharp breath, his hands balling into fists.

“You have no idea what that bear means,” he muttered, his voice raspy. The woman, oblivious, just waved a dismissive hand. He had the urge to tell her the stories, the nights they spent together, the secret pacts they made. But he couldn't. He couldn't let anyone know how much this meant to him. He grabbed Bartholomew, paid the woman, and turned to leave before she could see the tears pricking his eyes.

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