Mark saw the name and stumbled back slightly. Mr. Harrison. It was him. Decades hadn't seemed to have softened the man, not in his mind. His son, David, was chattering, eager to start his first day of middle school, but Mark was consumed with memories.

His stomach clenched. He recalled Mr. Harrison’s lectures, the cold judgment in his voice, the way he’d made Mark feel inadequate. The school hallway, once a place of excitement, now felt foreboding. He tried to compose himself.

Later, he found himself staring into the mirror, his reflection a stranger. He felt a chilling sense of déjà vu. The thought of David facing the same experiences, the same stifling atmosphere, was a weight he struggled to bear. He felt a strange sort of helplessness.

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