Rain lashed against the overflowing gutters, mirroring the chaotic churn in Ameliaโ€™s chest. Another fight with Mark. Another slammed door. Another sleepless night beckoning. She wandered through the damp, cluttered yard sale, the scent of mildew and forgotten things clinging to her. A small, worn bear, one button eye missing, sat perched atop a pile of chipped teacups. Its fur, matted and faded, held a strange, familiar comfort. Amelia froze, a sudden jolt running through her.

Her fingers traced the bear's faded seams. The silence of the morning pressed down on her; the only sounds were the distant rumble of thunder. She recognised the scent of lavender from her childhood. It felt like a lifetime ago, a simpler time before the arguments and the crushing weight of everything. She felt the urge to cry, to break down and curl up. The seller's voice, gravelly and indifferent, broke the spell. "Five bucks. Needs a bath."

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