John had just gotten off the phone with his parents, who had finally agreed to co-sign on a new car. The email notification immediately after felt like a cruel joke. He sat back in his chair, feeling like the ground had just given way beneath him. He felt the blood drain from his face.

The comfortable, familiar surroundings of his apartment suddenly felt unfamiliar and threatening. He ran his hands through his hair, his fingers tangling. The world seemed to shrink around him, leaving him isolated and vulnerable. He leaned forward, resting his forearms on his knees, his breath coming in shallow, uneven gasps.

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