“Are you sure?” Eleanor asked, her voice barely a whisper. She stared at the woman across the table, her mind reeling. The DNA results had been undeniable. Half-sister. Her stomach clenched. A wave of dizziness washed over her.

The cafe around them hummed, oblivious to the seismic shift in Eleanor’s world. She’d always considered herself a lone wolf, content in her solitary existence. Now, the prospect of a new relationship, a new familial connection, felt overwhelming, a threat to her carefully constructed independence.

She played with the edge of her coffee cup, her fingers tracing the smooth ceramic. She felt exposed, vulnerable, as if all her defenses had been stripped away. She tried to smile, but her lips felt stiff, uncooperative. The weight of this new information was crushing.

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