He had been enjoying himself, or at least pretending to. Then he saw her. Across the crowded hall, amidst the flashing lights and joyful chatter, she stood, radiant. It was like a physical blow. The air rushed from his lungs.

The carefully constructed wall he had built around his emotions began to crumble. His smile faltered, replaced by a strained expression. He found himself focusing on the pattern of the tablecloth, suddenly and intensely interested in the woven threads.

He felt a deep and pervasive sense of isolation. The noise of the party receded, replaced by the deafening silence of his own thoughts. He just wanted it to be over.

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