"Plagiarism," the word, thrown at her, felt like a slap. Olivia’s hands clenched into fists; she had to stop herself from lashing out. The professor’s words, devoid of any warmth, stung. It was a condemnation, a judgment. She felt a cold wave wash over her.

She retreated to her room, the vibrant colors of her posters mocking her. She threw herself onto her bed, burying her face in the pillows. The room felt stifling. She kicked off her shoes, then pulled the covers over her head, wanting to disappear. The silence of the room was interrupted only by her ragged breathing.

She stayed there, alone, for hours.

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