The drawing, a messy sprawl of crayon lines, sat in front of Emily. It was him. Or, rather, who he used to be. The one he created to fill the void. The one who understood. He tried to ignore the image, but the feeling of being exposed and unmoored was overwhelming.

His sister noticed his distraction. "Penny for your thoughts?"

Emily blinked, forcing a smile. "Just… tired," he said, trying to ignore the prickling sensation behind his eyes. "Long day." He stood, pushing the chair backward, the scraping sound echoing in his ears. The room felt constricted, the air thick.

He needed to get away, to a place where the echoes of his childhood imaginary friend couldn't reach him.

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