The news report flickered on the television, detailing a high-profile art theft. Across the street, the usually pristine facade of Mr. Finch’s mansion was swarming with police. Emily felt a wave of nausea. She'd known Mr. Finch, or thought she had. The man who always wore a charming smile, who’d complimented her garden, was now… something else.

Her hands flew to her mouth, stifling a gasp. She thought of their conversations, of the seemingly innocuous details he’d shared about his life. Now, everything felt suspect. Every gesture, every word, reinterpreted in a chilling new light.

She backed away from the screen, seeking the safety of the shadows. The world felt unstable, the ground beneath her feet shifting. She was suddenly and irrevocably alone.

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