She ripped open the envelope, a single, sharp motion. The fancy card, the promises of fun, felt like a joke. She'd tried to escape those memories, to build a future, and now this.

She crumpled the invitation in her fist, then smoothed it out, a strange, compulsive act. Her hands shook. She felt a familiar hollowness, like a vast, empty room inside of her.

She would have to look at them. Judge them, and have them judge her. The thought sent a jolt of pain through her. She was not the same person. She could not go back, no matter how much they wanted her to.

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