The vibrant colors of the art gallery blurred before Chloe’s eyes. She listened to the curator praising the “unique vision” of the other artist, a vision that was, to all appearances, hers. Her stomach churned. The exhibit was the culmination of everything she'd worked toward.

Her knuckles were white from gripping the edge of her purse. She felt a burning sensation behind her eyelids, and quickly averted her gaze from the display. She mumbled an excuse and rushed to the restroom, and breathed shallowly.

She needed to leave. Now.

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