The weight of the accusation settled on Eleanor’s shoulders like a physical burden. Her knuckles were white as she gripped the worn wooden table, the newspaper article trembling in her hand. Her "Grandma Elsie's Lemon Curd" was now “The Golden Zest” on the shelves of the big supermarket chain – and the recipe was credited to a completely different name.

The room swam, the bright afternoon light suddenly too intense. She felt a sudden, sharp pain in her temple, a headache threatening to consume her. She had spent years perfecting the recipe, her Grandma Elsie's secret, a legacy she guarded with fierce love.

She rose unsteadily, moving like a puppet. The sudden urge to scream nearly overwhelmed her. She pushed it back, only a choked sob escaping her lips. The injustice of it all, the utter theft, the humiliation, it felt like poison spreading through her veins.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236