The air in the garage was thick with the scent of gasoline and old tires. He'd been looking for his father's tools, but instead, he'd found it. A sturdy, metal box, locked with a rusty padlock. Curiosity, mixed with a growing sense of unease, propelled him to break it open.

Inside, stacked neatly, were all his school papers. He couldn't believe his eyes.

He located his mother in the kitchen, humming and putting dishes away. He slammed the box onto the kitchen counter. Plates rattled. "Really?" he managed to choke out.

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