He stared at the email, the words blurring before his eyes. It was a formal announcement, impersonal and cold. Even his own reflection in the laptop screen seemed to mock him. A dull ache began in his temples, spreading down his neck. The future, which had seemed so clear only yesterday, was now shrouded in uncertainty.

He’d trusted this man, Dr. Olsen. He'd confided in him, shared his ambitions. Now, everything felt precarious, fragile. His fingers tightened around the mouse, knuckles white. He should feel happy for his advisor, but instead, a bitter taste filled his mouth. He felt the sting of abandonment.

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