The scent of lavender, which she usually found calming, did nothing to soothe Sarah. She'd found the album tucked away in the back of a drawer, a trove of pictures of her great-aunt Eleanor. The narrative she knew of the spinster aunt, a pious woman who devoted her life to the church, felt like a deliberate fiction.

One particular photograph lingered in her mind. It showed a young Eleanor, vibrant and alive, dancing with a man beneath a canopy of stars. Her face, usually so composed in the few portraits Sarah had seen, was lit with a joy that seemed forbidden. A deep, unsettling ache resonated in her.

The familiar rhythm of her day felt disrupted, as if a rogue wave had crashed against the shore of her carefully curated existence. She felt the urge to phone her mother but hesitated, suddenly uncertain if she even knew the woman she was calling.

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