The air inside the house felt thick, heavy with unspoken tension. The silence between her and her parents was a tangible thing, a wall that prevented her from breathing. She kept her head down, avoiding their gaze. Each question felt like an interrogation.

The floral-printed sofa, the familiar scent of her mother's perfume, the constant clatter from the kitchen – everything was a reminder of her failures. She sat in her old chair, the fabric worn and faded from years of her sitting there.

She picked at the loose threads on the armrest, her stomach twisting. It felt like her world was closing in. How could she possibly survive this?

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244