The antique music box sat on the teacher’s desk, a small, ornate thing. He remembered the student, Thomas. Quiet boy, always in the back, sketching in his notebook. Now, years later, this. His heart hammered against his ribs. He slowly reached out, his hand trembling as he lifted the lid. A tinkling melody, almost too delicate, filled the silent classroom. He jumped, nearly dropping the box. A cold sweat slicked his palms. He slammed the lid shut, the music abruptly ceasing. He backed away from the desk, his gaze darting to the locked door.

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