It happened during a late-night scroll. Mark's English teacher, Ms. Evans, had requested to follow him. His fingers fumbled with the screen. He tapped the notification once, then a second time, then quickly blocked her. His hands were shaking.

He stared at the black screen, feeling exposed. All those late-night posts, the venting about school, the drunken photos from the weekend - what if she saw them? His stomach churned with a sudden lurch.

The next day, he sat in the back of the classroom, avoiding eye contact. The air felt thick, the space between them filled with a palpable tension. He felt a constant need to shrink, to disappear. Every word from her felt like a direct threat.

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