The small, square paper felt like a burning coal in Maria's hand. She backed away from it, as if it might physically attack her. The air in her small apartment felt suddenly thin, hard to breathe. The words, stark and unforgiving, burned into her memory.

She felt a wave of dizziness wash over her. She stumbled back, reaching for the wall to steady herself. Her heart hammered against her ribs, a frantic bird trapped in a cage. She couldn't understand. She tried to think, but her thoughts were tangled, knotted.

She wrapped her arms around herself, as if trying to physically contain the emotion that was threatening to consume her. She sank onto the floor, pulling her knees to her chest, and began to rock back and forth, a silent plea for solace.

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