The carefully wrapped presents, stacked neatly in the corner, seemed to mock her with their colorful bows. The cancellation notice, with its polite, impersonal language, rested on the counter. She had invested so much time and effort into this, pouring her heart into the preparation. It was her brother’s birthday, and he'd had a rough year. She wanted to make him happy.

She went over to the window, and stared at the rain, the water streaming down the glass. Her cheeks were wet. She had arranged the perfect details, she'd imagined the look on his face, the joy in the room. Now, all that anticipation felt like a weight, a heavy cloak she couldn't remove. She started picking at her nails, a nervous habit she hadn't indulged in years. The house was quiet, and the quiet was crushing.

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