He’d been enjoying a cup of tea, the evening quiet and still. John had just settled onto the sofa when the world seemed to explode. A tremendous roar, then a shudder that resonated deep in his bones. He slammed his mug onto the table, tea sloshing over the rim.

He stumbled to the front door, yanking it open. The air was thick with the scent of pine and freshly churned earth. Across the lawn, the neighbor’s ancient pine, a landmark for decades, lay sprawled, its roots ripped from the ground. His hands trembled as he slowly closed his door, the sudden quiet making his ears ring.

He backed away from the window, finding it difficult to stay still.

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