The phone felt heavy in Elena's hand. She’d dialed her sister, the tremor in her fingers betraying her unease. On the coffee table lay another of Maya’s drawings: a grotesque figure, all sharp angles and unsettling shadows. It was the face. The same one that haunted Elena’s dreams for years after their parents' divorce.

“Did Maya mention anything about… a friend?” Elena asked, her voice hushed, struggling to keep her composure. She could hear the rustle of papers on the other end.

Her sister’s voice, a moment later, was laced with confusion. “No? Why? Is everything alright?”

Elena's throat constricted, making the question difficult. “Just… just wondering.” She ended the call, leaving the phone on the table. She ran a hand through her hair, and felt as if every hair was standing on end.

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