The peonies were a vulgar shade of pink. Amelia slammed the vase onto the mahogany table, the crystal clinking sharply. Who? She had a mental checklist of every acquaintance, every possible admirer, every person she’d even *slightly* offended in the last month. None of them, she was certain, would have had the good sense to send flowers, let alone these…these screaming blooms. She felt a heat rise in her chest. She snatched up her phone, ready to hurl it across the room.

The only thing that stopped her was the impracticality of having to fetch it.

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