The old, leather-bound book arrived in the mail, addressed to the English teacher, Ms. Harding. She felt a knot tighten in her stomach as she traced the embossed title: β€œThe Collected Works of Edgar Allan Poe.” She knew that one of her students, a boy named Finn, loved Poe more than life itself. When she flipped it open, she found it was full of marginalia. Most of the notes were benign, but one, written in red ink, jumped out: "You will regret this." She stumbled backward, bumping against the table, her breath catching. She quickly closed the book.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294