The fluorescent lights of the office seemed to hum with a newfound, malevolent energy. Sarah stared at the spreadsheet, the numbers blurring, refusing to focus. The email, the one accidentally CC’d to her, still echoed in her mind: junior analyst, higher salary. Her stomach twisted, a cold knot forming in the pit. She excused herself from the meeting, mumbled something about a headache, and fled to the deserted break room. The chipped mug on the counter seemed to mock her, a silent testament to the years she’d spent building her career, only to find herself…less.

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