The invitation to the high school reunion arrived, and she considered throwing it directly into the trash. The thought of seeing *him* again, even after all these years, was enough to make her stomach churn. But she couldn't simply ignore it. The questions would haunt her.

She spent the weeks leading up to the reunion oscillating between terror and defiance. She imagined every possible scenario, every cruel comment he might make, every way he might try to undermine her.

At the reunion, she scanned the room. When she found him, standing at the bar with a group of friends, she felt a flush of heat rise through her. He looked older, softer somehow, but the memory, the fear, hit her like a punch to the gut. She turned and fled.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290