"Are you sure, Maria?" She kept repeating the question to herself. The email, the accusations, the news articles… all pointed to the same devastating conclusion. Her "Spicy Mango Salsa," developed after months of experimentation, was now being sold under another name.

She paced her small kitchen, a nervous energy propelling her forward. She ran a hand through her hair, the strands catching on her fingers. The bright colours of her kitchen, usually a source of comfort, now felt jarring, the cheerful tiles a painful reminder of her lost passion.

She stopped at the counter, picked up a jar of the supposedly new salsa. It was a perfect copy, and the proof was in the taste. It was all a hollow, empty imitation. She felt a wave of nausea.

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