The rain plastered Leo’s hair to his forehead as he picked up the soggy wallet from the muddy pavement. Inside, a sea of green. He’d just missed his bus. The air felt thick, heavy with the smell of wet asphalt and… unfairness.

He scanned the ID, a young woman, probably fresh out of college, judging by the pristine photos. He could only imagine the endless possibilities she had, the doors that opened for her so easily. He, meanwhile, was stuck.

He stared at the money, a knot forming in his stomach. He kicked a discarded soda can across the street. The wind picked up, swirling the rain around him. He felt a sharp pang of envy, a burning sensation in his gut.

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