“This can’t be happening,” she said to herself, her voice barely audible. Emily closed the door to her office and sank down into her chair. Her hands felt clammy, her heart hammered against her ribs, a frantic rhythm against the sudden silence.

She looked at her desk, at the photos of her family, at the certificates and awards she’d worked so hard to achieve. All of it seemed insignificant now, trivial compared to the looming uncertainty.

She felt a sharp sting behind her eyes, the beginning of a cascade she fought to contain. She needed to be strong, for herself, for her children. But the fear was a dark cloud, threatening to engulf her.

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