Liam slammed his locker shut with unnecessary force, the metal echoing down the deserted hallway. He'd seen it, the notification – Mr. Henderson, his photography teacher, had started following him. Liam had always admired Mr. Henderson's work, the way he captured light and shadow. Now, he felt a knot tighten in his stomach.

He ran a hand through his hair, a gesture that usually calmed him, but it didn't work today. He was suddenly self-conscious, picturing Mr. Henderson scrutinizing his photos, judging them. He felt a deep sense of disquiet, as if something precious had been violated. He decided against going to the park, the usual place where he liked to take photographs. The idea of Mr. Henderson possibly seeing them felt unbearable.

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