Rain lashed against the attic window as Arthur sifted through the boxes. Years of meticulously collected stamps, each a tiny window onto a world he’d cherished. His daughter, Clara, had always shown a polite interest, a fleeting glance at his albums. Now, she was the one locked up here, pouring over his treasures, ignoring him completely.

He clenched his jaw, the muscles tight. He hadn’t been invited. He’d simply found the door to the attic closed, the key gone from its hook. He’d climbed the stairs slowly, a lead weight settling in his stomach.

"Clara, darling, I just wanted to see what you were up to," he'd said, his voice unusually thin. She had barely glanced up, her brow furrowed with intense concentration. "Just admiring the collection, Dad. You know how much I love history now." He retreated, his shoulders slumped. The silence of the house seemed to amplify the drumming of the rain and the echo of his own solitude.

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