"We'll still be family," her sister, Olivia, had said, her eyes alight with a peace that infuriated Clara. Clara found herself unable to meet Olivia's gaze, the joy radiating off her sister like a physical force. The apartment felt too small, the familiar furniture suddenly alien. She busied herself with the dishes, the hot water scalding her hands, the heat a distraction from the cold emptiness that had settled in her chest. She rinsed the plates with unnecessary force, the water cascading into the sink, a mirror of the tears she refused to shed.

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