He stared at the email, the words on the screen blurring. The diagnosis, a cruel twist of fate, had stolen his future, leaving him feeling like a broken toy. He’d spent his life chasing ambitions, and now they seemed impossibly distant.

His phone vibrated. A message. “Found your profile on the support group. I’m new to this too. Could we talk?” He hesitated. Then, with a sigh, he replied.

He later met the person at a coffee shop. Across the table, he saw a woman, her face a mask of grief. They exchanged a look, and he knew they were bound by the same invisible chains. A journey of acceptance had just started.

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