The card was a bright splash of pink and yellow, a stark contrast to the dreary weather. She traced the generic message with her fingertip, her lower lip trembling slightly. She wanted to scream.

She clutched the card to her chest, her knuckles turning white. The words, so clearly meant for someone else, felt like a deliberate act. Her eyes welled up with tears that refused to fall.

She sank into the nearest chair, staring out the window at the rain. The rhythmic drumming on the glass seemed to amplify the ache inside 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