He stared at the screen, the blinking cursor a mocking eye. β€œOh, it’s just a diary,” the article quipped, beneath a scan of his meticulously handwritten entries. His mouth twisted in a grimace. He felt a sharp jab in his chest, as if someone had just punched him.

He shut his eyes, the image of the cover, his name blazoned across it, burned behind his eyelids. He wanted to scream, to shatter something. He ran a hand through his hair, tugging at the strands until he felt a sting on his scalp. He felt exposed, stripped bare. Each thought, each feeling he'd poured onto those pages was now public domain. He felt like he was drowning.

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