She slammed the box shut, the cardboard groaning in protest. Amelia paced the kitchen, the remnants of her mother's meticulously organized life scattered on the counter. Among the old assignments, she'd found a particularly embarrassing poem she'd written in eighth grade about a crush.

Her fingers trembled as she picked up a mug, running her thumb along the chipped rim. Her mother had never spoken of these things, not the awkward adolescent angst, nor the fleeting childhood dreams. It was a suffocating feeling, this constant preservation, this silent record of a life she hadn’t thought anyone had really seen.

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