The first entry was scrawled at the top in neat cursive: "Write a novel." Emily’s breath hitched. Her grandmother had always encouraged her to pursue writing, had always seemed so proud. But her own words, now, seemed to stick in her throat.

The attic was a chaotic mix of forgotten treasures and memories. She kicked aside a box of old photographs. The dust swirled, making her eyes water. Why hadn’t her grandmother shared her passion? Why had she kept this hidden?

She felt a hollowness in her chest, a profound sense of separation. She’d always assumed she knew her grandmother, but this list… It felt like a stranger's secret.

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