The new house was supposed to be a fresh start, a clean slate. Finding the secret room, hidden behind a bookshelf in the study, shattered that illusion. It felt less like discovery, and more like a cruel joke. The hidden room's existence was a tangible reminder of the deceit. The air seemed to grow thick. She backed away, her breath catching in her throat.

She remembered her mother's words, her face so full of love, so full of lies. Her stomach churned. The walls of the room, so meticulously crafted, felt like the walls of a prison.

She wanted to scream. She wanted to smash something, anything, to make the internal ache recede. Instead, she just stood there, the silence pressing down on her like a physical weight.

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