The weight of the F pressed down on Maya. She felt a constriction in her chest, like an invisible hand was squeezing the air from her lungs. She sat rigidly in the chair, her gaze fixed on the teacher’s desk, the details of which seemed to sharpen with an unnatural clarity. She didn’t want to look up, to meet the professor’s eye, to acknowledge the crushing disappointment that threatened to spill over. Her throat felt tight, and she had to swallow several times to keep the tears at bay.

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