The phone call was short, brutal. "A clerical error," the financial aid officer had explained. “Your scholarship has been reassigned.” Chloe, normally the picture of composure, felt her face flush. Her hands began to shake uncontrollably.

She managed a clipped, "Thank you for letting me know," before disconnecting the call. The silence in her tiny apartment was deafening, amplifying the sudden, hollow ache in her chest. She had envisioned her life differently – a future built on the foundation of this support. Now, that foundation was crumbling.

She walked to the window, staring at the bustling city below. The bright lights, the busy streets – all of it seemed distant, unreal. Her stomach twisted into knots. The familiar excitement she usually felt for the city’s life was gone, replaced by a profound feeling of being adrift.

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