The smell of her childhood home, a mix of old books and something faintly antiseptic, triggered a sudden, sharp intake of breath. The air felt thin. She clutched her handbag tighter, her fingers digging into the leather.

β€œCome in, dear. Make yourself at home,” her father said, his voice a little too loud, too cheerful. She could see his forced happiness from miles away.

She managed a weak smile, her throat tight. The hallway seemed to stretch endlessly before her, each step a challenge. She could feel the gaze of a painting of her as a child.

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