He ran a hand through his thinning hair, a nervous habit he hadn't realized he still possessed. "Mr. Henderson?" he echoed, his voice catching in his throat. He felt exposed, as if the room had shrunk, the walls closing in. His son, Leo, beamed, recounting stories of the first day.

His palms itched. He remembered Mr. Henderson, his icy detachment, the way he seemed to delight in the humiliation of others. The image of the man's thin, pursed lips, the glint in his eye as he marked down a test, flashed into his mind. He swallowed hard.

That night, the house felt too quiet. He couldn’t bring himself to look at Leo. The thought of his son suffering the same emotional trials, the same relentless pressure, twisted in his gut. He was a father now. He should be able to protect his son.

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