A shiver traced its path down Sarah’s spine as she read the letter. Her breath hitched. She felt as though the floor beneath her was about to crumble. The eviction notice felt like a physical blow. The apartment, the place where she felt safe, turned hostile.

She clutched her chest, as if to physically restrain her heart from beating so fast. Her vision blurred, and tears welled up in her eyes. The weight of the world settled on her shoulders. She felt a deep, piercing ache in her stomach.

She walked to the window, and stared out. The world outside looked beautiful and inviting, but she felt trapped. Her hands trembled as she clutched the curtains, a silent battle being waged within her.

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