The letter’s bold text seemed to jump out at her: "Notice of Conversion." It felt like a punch to the gut. She dropped the mail on the hallway table, instantly regretting her lack of preparedness. Her hands trembled as she reached for the phone.

The idea of the upheaval, of finding a new place, filled her with a sense of dread. She felt a cold sensation in her stomach, like a stone had settled there. She needed to sit down, so she did, sinking into the armchair in the living room.

The familiar patterns of the wallpaper seemed to shift and distort. She wanted to scream, to run away, but her legs felt like lead. She looked around the apartment, her eyes swimming with unshed tears.

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
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294