"More purple, Uncle Mark!" Amelia chirped, holding up her drawing. The familiar, gangly limbs of the figure on the page sent a wave of nausea through Mark. He swallowed, trying to appear engaged. It was too much.

Memories, sharp and unwelcome, flooded his mind. He gripped the edge of the table, his knuckles white. The figure represented a time of deep longing, of isolation.

“Looks great, sweetie,” he forced out, his voice sounding hollow, as though it were being pulled from a vast emptiness. He quickly rose from his chair, a hasty excuse leaving his lips. He needed air, needed to be away from the cheerful facade of her playroom and the unwelcome resurgence of his past.

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