The phone had been ringing incessantly all day, weather warnings blaring across every channel. Even so, the sound still caught him off guard. The explosion was the precursor to a silence that made his ears ring.

He had been working in the kitchen, making dinner. He turned to the window, his hand still holding the knife. He stared, unblinking.

The tree. The massive pine that had stood for generations. He stood, paralyzed, staring at the destruction. The world was now somehow off balance. He gripped the counter, his knuckles white.

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