The photograph lay face down on the table, a silent threat. Sarah couldn’t bring herself to pick it up. Her mother’s words, spoken with a mixture of guilt and affection, replayed in her mind: "Your father... there's someone else." The shock still resonated. A brother. A person sharing her DNA.

She felt a shiver run down her spine. The air in the living room felt thin, suffocating. She felt restless and paced in the space. This secret, held for so long, had fractured the familiar landscape of her life. It felt as though the very ground had shifted beneath her feet.

She glanced at the photo again, a sense of dread rising within her. The unknown loomed, a vast and terrifying ocean. Sarah slumped onto the sofa, the silence of the house amplifying the chaotic thrum of her heart.

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