He picked up the newspaper, the headline screaming at him. His essay, "The Weight of Silence," was featured on the front page. He dropped the paper, as if it had burned him.

The living room felt too small, the walls closing in. He felt the need to flee, to erase his past. He began to pace, his chest tight, his breathing shallow.

His gaze flickered around the room, as if searching for an escape. He needed to be alone, to hide, to disappear from view. He grabbed his keys and bolted out the door.

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