“What’s this?” she said, her voice a croak. Her hands trembled as she clutched the paper. The writing was familiar, like a ghost. She scanned the lines, the words piercing her. The apology, so late, so unexpected, had her entire body seized with something she couldn't name.

She backed away from the desk, her eyes darting around the office. The walls were suddenly too close. She wanted to scream. No, she couldn’t. She closed her eyes, seeking some control. But the darkness was just another form of being trapped.

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