The first night back, Emily lay in her old bed, staring at the ceiling. The sounds of the house โ€“ her fatherโ€™s snoring, the creaking stairs โ€“ were alien, unsettling. She hadn't shared a bedroom with her parents in decades. Now, she felt like a child again, vulnerable and small.

She pulled the covers tighter around her, shivering despite the warmth. Every shadow seemed to hold a lurking presence. Her heart thumped a rapid rhythm against her ribs.

She thought of the blank future, the endless days stretching before 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:
๐Ÿ˜ฃ0.324
๐Ÿ˜ฐ0.323
worse0.301
๐Ÿ˜–0.294
๋А๊ปด0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294