The sunlight sliced through the dusty garage, illuminating motes dancing in the air. Emily unfolded the letter, her fingers trembling slightly. It was a letter of resignation from her mother's teaching job, from the year she was born. Her mother had always talked about how much she loved her students. This letter didn't fit that narrative at all.

Her vision blurred. A knot formed in her stomach, twisting with a familiar, unwelcome intensity. The neatly typed words seemed to mock her, to reveal a secret sheโ€™d spent her life believing was true. She felt a prickling sensation behind her eyes, the familiar sting of unshed tears.

She gripped the letter tightly, crumpling the paper in her fist. The sudden movement sent a sharp pain through her shoulder, a physical manifestation of the ache that had settled deep within her chest. She wanted to scream, to lash out, but the words caught in her throat, a choked sob the only sound she could manage.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244