The bright lettering on the card seemed to taunt him. He couldn’t bring himself to open it. He’d seen the handwriting before, he was certain. His hands began to sweat.

He shoved the card into his pocket, his movements hasty and awkward. He tried to whistle, but the sound caught in his throat. He felt a sudden, sharp pain behind his eyes.

He headed outside, the cool air doing nothing to quell the internal turmoil. He walked aimlessly, each step feeling heavier than the last, the weight of the world pressing down on his shoulders.

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