The rain lashed against the windows of the small cafe, mirroring the storm brewing inside Javier. He had reread the email countless times, each word a fresh wound. The scholarship, the key to his future, was gone. He felt the crushing weight of it all.

He pushed his untouched coffee to the side, feeling the cold seep into his bones. The thought of his family's disappointment, his father's unwavering belief in him, was a lead weight in his gut. He stared out at the street, the blurry images reflecting his muddled thoughts. He wanted to go home and tell his father, but how could he do it? He was paralyzed by fear.

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