He found out via a Facebook post. A blurry picture of the announcement taped to the door of The Golden Spoon. He scrolled down, seeing comment after comment of heartbroken patrons. It felt like a personal affront. His fingers clenched the phone tightly.

He pictured the owner, old Mr. Henderson, his perpetual smile, his warm greeting. And now this? His jaw tightened. He should have known. Inflation, the changing neighborhood, everything was against them.

Without a second thought, he snatched his keys. He would not let this stand without a fight. He drove, tires spitting gravel, towards the restaurant, ready to demand answers. A bitter taste coated his mouth.

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