The notification popped up on Amelia's screen: "Chad Reynolds sent you a friend request." She almost dropped her phone. Her palms immediately slicked with sweat. Thirty years. Thirty years since she'd last seen that smirk. Her breath hitched.

She scrolled through the profile, a carefully curated image of a successful businessman in a crisp suit. A pang, a cold contraction, tightened her chest. He looked… good. Damn him.

A memory, vivid as if it were yesterday, surfaced: Chad, holding her lunch money hostage, his voice a low, mocking drawl. She slammed her laptop shut, the click echoing in the sudden silence of her apartment.

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