The concert was supposed to be a celebration. Lily had finally convinced her childhood friend, Sarah, to come with her. The music blasted from the speakers, the lights flashing; the atmosphere was electric. During a lull between songs, Lily grabbed Sarah’s hand, giddy with anticipation. "Remember when we used to pretend we were rock stars?" she yelled over the music. Sarah frowned, a puzzled crease appearing between her eyebrows. "I don't think I do." The music seemed to deafen as Lily's heart felt heavy. She was overwhelmed by the sudden disconnect; the music felt flat, the lights blinding. Without a word, she pulled her hand away.

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