The old elementary school playground, now deserted and overgrown, held a special significance for him. He remembered the countless hours spent playing with his best friend. He spotted her by the swings. He walked towards her, anticipation swirling inside him.

"Hey, it's Michael. Michael Thompson?" he asked, trying to keep his voice steady. She turned, her expression neutral.

"Do I know you?" she asked, her voice was polite, and her eyes revealed nothing. He took a deep breath.

"Remember the time we broke into the school at night? You, me, and Amy? And the ice cream?" He felt the words catch in his throat as he watched her.

"I’m sorry, the name’s not familiar, nor do I remember any of that," she said, before turning away to gaze at the swings. His chest tightened. He took a step back, feeling as though the ground had suddenly tilted. He felt the sting behind 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