Mark saw the flashing lights first. The police cruisers. Then the news vans. His neighbor, Mr. Harrison, was a recluse, always kept to himself. But his house…it was a mansion, hidden behind high hedges. Mark had always assumed it was inherited wealth, a legacy.

Now, though, he understood he was wrong. The air crackled with a tension he could almost taste. He backed away from his window, as if the scene was contagious. His breathing became shallow, each inhale a struggle.

He remembered a conversation, a casual chat about the stock market. Mr. Harrison had mentioned something cryptic, something about "investments". He felt a rising wave of panic, a suffocating weight in his chest. Was he implicated in something? He couldn’t shake the image of Mr. Harrison’s pale, expressionless face.

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