The vibrant colors of the farmer's market seemed to assault her senses. The cheerful chatter of the crowd grated on her nerves. She felt a knot forming in her stomach. It was the "new" apple butter, being sold under a different name, a product she recognized instantly as her great-grandmother’s recipe. Someone was profiting from her legacy.

She circled the booth, her movements furtive. She felt a prickling heat under her skin. She couldn't bring herself to confront the person, but the injustice of the situation filled her with a simmering anger. Her breath hitched, and she found herself clenching her fists. She felt a compulsion to run, to escape the sight of the fraudulent display.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234