Rain lashed against the attic window, mirroring the storm inside Amelia. She clutched the dusty, leather-bound book, her mother’s handwriting a ghost against the page. "Climb Mount Fuji." That was the first item. Amelia crumpled the paper in her fist. Her mother had never even mentioned wanting to go to Japan. A sharp ache throbbed in her chest. She’d thought she knew her mother.

The silence of the attic was a suffocating blanket. Sunlight, when it finally broke through the clouds, illuminated the dust motes dancing in the air, mocking her. She ran a hand through her hair, snagging on a knot. Why hadn't she been enough? Why hadn't her mother shared any of this with her?

Amelia slammed the book shut, the sound echoing in the stillness. She felt a profound sense of isolation, a chasm opening between the woman she thought she knew and the vibrant, secret life revealed in faded ink. She felt her throat constrict.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244