Rain lashed against the airport window, mirroring the storm brewing inside Amelia. She stared at the departure board, the red "DELAYED" next to her flight number a cruel, blinking accusation. Her best friend, Sarah, was getting married today, and Amelia, the maid of honor, was stranded miles away.

Her fingers trembled as she reread Sarah's text: "Don't worry, we'll wait as long as we can!" But Amelia knew the ceremony wouldn't wait forever. She felt a tightening in her chest, like someone was squeezing the breath out of her.

She picked at the corner of a soggy sandwich, her appetite gone. The fluorescent lights hummed a monotonous tune, amplifying her solitude. She imagined Sarah, radiant in her dress, surrounded by laughter and love. A wave of profound disappointment washed over her; a feeling of utter uselessness.

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