The airport felt like a pressure cooker. Chloe paced, her steps brisk and frantic, each circuit around the gate a futile attempt to burn off the restless energy. She was missing her grandmother’s 80th birthday party; a party she had promised she wouldn't miss.

She kept checking her watch, the second hand mocking her helplessness. Her grandmother had been looking forward to her visit, had spent weeks preparing her favorite dishes. Chloe could feel the tears welling up in her eyes, blurring the already chaotic surroundings.

She finally sat down, her body giving in to the exhaustion. She wanted to disappear, to rewind time, to be anywhere but here. The silence of the waiting area was deafening, amplified by the silent, judging whispers in her mind.

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