“How could they?” Chloe whispered, the question hanging in the air. She'd sunk into the armchair, her body rigid. The published diary had ripped open old wounds. Her entire teenage self, laid bare for all to see.

She wrapped her arms around herself, as if trying to shield herself from the onslaught. She felt a tremor in her hands, and the room began to spin. Her throat tightened, making it hard to breathe. The very air around her seemed to vibrate with malicious intent.

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