"It’s ridiculous," muttered Olivia to herself, though the words were lost in the breeze. She had come to the yard sale to find a new chair, not to be confronted by her past. But there he was: Bartholomew, sitting in a pile of other forgotten treasures.

She felt the prickle of tears behind her eyes. The urge to flee was almost overwhelming.

She swallowed hard, forcing herself to approach the table. She looked around to see if anyone was watching. When no one was, she reached for him. The touch was as familiar as her own skin.

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