The silence in the apartment was deafening, amplified by the thudding of Elena’s heart. She had found a sealed bank statement tucked under a stack of old love letters in her husband, Marco’s, sock drawer. The account balance… it was staggering.

She began to pace, the small confines of the living room suddenly too tight. Her breath came in shallow, rapid gasps. The details swam before her eyes.

She clutched her chest, trying to regulate her breathing. She wanted to scream, to lash out, but the words were stuck in her throat. She sank down onto the sofa, the plush cushions offering no comfort.

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