The familiar squeak of the front door, the sight of his childhood home, sent a jolt of anxiety through Leo. He knew what awaited him: the lectures, the advice, the pitying looks. He braced himself as he walked inside.

His mother was already hovering, offering him a glass of water. His father sat in his armchair, the newspaper spread out before him, not looking up. The atmosphere was charged, heavy with unspoken words.

He forced himself to smile. The strain in his cheeks was so great that his jaw started to ache. This was not how he'd envisioned his life. He hated being here.

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