The sun beat down on the park, and the laughter of children filled the air. He found her, sitting on a park bench, reading. He approached, a smile plastered on his face.

“Hey, Sarah! Remember me?” he asked. She looked up, and then her brow furrowed slightly.

“I'm sorry, I don't know you,” she said, her voice polite, but her gaze was distant. He felt a wave of icy dread wash over him.

"Mark. Mark Peterson. We went to that awful summer camp together. Remember the time we tried to skip out and got caught?" He watched her closely. Her face remained blank.

“I’m really sorry, I don’t recall.” Her expression was apologetic, but distant. The park suddenly seemed too bright, too loud. He gripped his hands, his nails digging into his palms. The air felt thick, heavy.

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