The dinner party was in full swing, laughter and chatter filling the air. Chloe noticed how evasive heโ€™d been all night. He was constantly on his phone, muttering to himself.

He came over to her, grinning. โ€œDid you hear what Michael just said?โ€ he asked. She did, but it didn't register.

Then, with a casualness that nearly broke her, he spoke. A sentence, a well-formed thought, in perfect Russian. Her grandmother's language. The language of home. She watched him. She smiled tightly, and her smile didn't reach her eyes.

She stood and moved to the garden. The music, the conversation, the party, all faded into a dull background noise.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244