He carefully laid the photograph on the table. His own face reflected back at him, pale and drawn. His grandmother had always been described as a kind woman, gentle and sweet. The photo showed her, younger, armed with a rifle, standing over a man who had clearly been subdued, a cold, hard look in her eyes.

He began to feel trapped. The room felt smaller, the walls closing in. He kept glancing at the door, wanting to leave. The air became hard to draw. He felt like his lungs were tightening. He wanted to scream.

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