"It wasn’t you," the email stated, the subject line a blunt intrusion in the otherwise cheerful world of her inbox. Sarah’s hands, usually adept at typing and writing, went rigid. The scholarship money had already been factored into her budget, her ability to thrive in her chosen field. The feeling was not one of anger, or sadness, but of a hollowness that seemed to stretch outwards.

She pushed away from the desk, her chair scraping across the floor. She wandered into the kitchen, even though she wasn't hungry. The silence in her apartment suddenly felt oppressive. She opened the refrigerator, stared at the contents, and then closed it again.

Her eyes stung. She blinked rapidly, trying to clear the sudden blurriness in her vision. The weight of her situation was overwhelming, crushing down on her in the quiet space.

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