The aroma of freshly brewed coffee did nothing to soothe Susan. She sat at the kitchen table, the laptop open, displaying the anonymous profile. Her son, Ben, was not who she thought he was. It seemed like the world had tilted on its axis.

She sipped her coffee, the liquid barely touching her lips. Each word she read on the screen was a blow, a sharp jab to her gut. She felt a deep sense of disorientation, as though she had lost her footing.

She leaned back in her chair, the silence of the house pressing down on her.

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