He saw the picture on her desk – a smiling group of kids, arms slung around each other. Camp Skylark, the very place that had once been his own personal hell. He felt his face flush.

"You went to Skylark?" he asked, attempting a casual tone.

She beamed. "Yeah! Best summer ever!"

He swallowed hard. He remembered the taunts, the isolation, the constant feeling of inadequacy. He remembers the counselors turning a blind eye. He knew her bright smile was a cruel irony. He could barely breathe.

He nodded, forcing a smile of his own. The corner of his mouth felt heavy.

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