“I can't believe this is happening,” she whispered, her voice barely audible over the airport din. She was missing the art exhibition, her first solo show, and this was all a terrible mess. Sarah's art was a piece of her soul, and she couldn't stand the thought of missing out on her one big break.

She leaned her head against the cold window, watching the planes take off and land. Each departure was a sharp jab to her soul. She let out a small, broken sigh and felt a trickle of tears run down her cheeks.

She was utterly alone in this predicament. She felt a burning sensation in the back of her throat and swallowed hard, trying to keep herself from completely falling apart.

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