Michael slammed the car door a little harder than necessary. He’d just seen Mr. Abernathy, his neighbour, leaving in a vintage Porsche, the kind he’d only ever dreamed of owning. They’d always talked about the “common struggles” of homeownership, the leaky pipes, the dodgy wiring. Now, Michael realized they’d been speaking different languages.

He found himself pacing his own cramped kitchen, the cheap linoleum cold under his bare feet. The easy camaraderie they'd shared over the fence, discussing the intricacies of lawn care, now felt like a cruel joke. A tight knot formed in his shoulders, a physical manifestation of the twisting in his gut.

He thought of the times he’d offered Mr. Abernathy a beer, the casual conversations about their "hard-earned" paychecks. He’d believed in their shared reality. Now, bitterness crept into his thoughts, a corrosive tide. Why had he felt so comfortable, so open, sharing his worries?

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