The listing's headline blared from the screen: "Your Dream Home Awaits!" But for Sarah, it felt more like a nightmare. Her childhood home, now up for sale, felt like a door slamming shut on a part of her life she hadn't yet reconciled with. She could barely manage to sit still.

She clicked through the photos, each image a painful reminder of the life sheโ€™d left behind. The swing set in the backyard, her father's garden, her mother's favorite reading chair. It was all soโ€ฆ final.

She felt a prickling sensation behind her eyes. Tears threatened to spill, but she refused to let them. She was, as always, determined to remain composed. She closed the laptop, the silence in her apartment suddenly deafening.

She felt the urge to pace, to do something, anything to distract herself from the gnawing emptiness that had taken root in her chest. She picked up a book, but her mind was elsewhere, trapped in the past.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236