The clinking of silverware and the buzz of conversation were a distant hum. Michael’s ears were ringing. He hadn't prepared for this. He'd thought he was over it. He’d told himself he was. But seeing Chloe walk in, arm in arm with a new guy, the one he knew nothing about, sent a jolt of ice through his veins.

His chest felt constricted. He excused himself from the conversation he was having, muttering something about needing to grab another drink. He didn’t. He just needed to be away from the happy couple.

He found himself outside, leaning against the cool brick of the building, the night air offering a small measure of comfort. He ran a hand through his hair, the gesture a futile attempt to make sense of the tangled emotions churning inside him.

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