The paper crinkled loudly in Emily’s hand as she crushed it. Her eyes stung as tears threatened to spill. The apartment felt suffocating, filled with reminders of her life. She needed air.

She rushed to the window, throwing it open to the street below. The noise was a sharp contrast to the quiet of her home. The smell of exhaust and trash burned her nostrils, but it was a welcome distraction.

She rested her forehead against the cool glass, feeling the cold seep into her skin. The thought of leaving, of starting again, made her want to run and never look back. The future seemed dark, uncertain, and vast.

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