The news, delivered with a casual air during the weekly staff meeting, cut deep. Emily, a lead designer, was being moved to the customer support team. The thought made her stomach turn. Her carefully cultivated skills and talents, reduced to taking calls about printer issues.

She forced a smile, but her voice cracked when she responded to her boss’s request for her comments. Her colleagues offered condolences and sympathetic glances. It was worse than she thought.

That evening, she avoided her friends, unable to bear their questions and attempts at consolation. She spent the evening in her apartment, the silence amplifying the turmoil in her thoughts. She kept replaying the meeting in her mind, each word, each inflection, each glance, a fresh stab.

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