The bookstore was warm, a welcome contrast to the biting November wind. Sarah was wandering through the stacks, seeking distraction. She'd been feeling hollow for weeks. She reached for a copy of "Pride and Prejudice," the cover worn and familiar. When she opened it, a small, dried flower tumbled out, followed by a neatly folded letter.

Her fingers traced the delicate paper. The letter spoke of dreams shattered, of unspoken words. The writer expressed a longing for what could have been. A wave of nausea washed over Sarah.

She reread the words, the phrases like shards of glass. She felt a profound emptiness, a yawning chasm in her chest. She crumpled the letter, the paper crackling in her grasp, then carefully smoothed it out, tucking it back between the pages. The book became her only comfort. She walked to the counter, purchased the novel, and fled the shop, the damp chill of the November air suddenly unbearable.

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