The decorations seemed overly bright, the music too loud. She scanned the room, noticing the easy camaraderie among her mother’s colleagues, and a pang went through her. She felt like a forgotten extra in the grand narrative of her mother’s life.

She stood before the crowd, gripping the microphone so tightly that her knuckles ached. The words of the speech felt foreign, detached from her actual experience. She spoke of achievement and success, but her voice cracked with an emotion she couldn't quite name.

She delivered the final line and sat down quickly, the cheers fading into an unwelcome din. Her chest felt heavy, and she could hardly breathe. She couldn't meet her mother's eyes, and slipped out to the restroom.

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