The discovery sent a wave of nausea washing over David. He'd been looking for the remote, and stumbled across his son, Alex's, hidden Twitter account. It was a torrent of anger and cynicism he'd never seen from the boy.

He leaned against the wall, his legs threatening to give way. The room tilted. The cheerful wallpaper, usually so comforting, now seemed to mock him with its bright, unfeeling patterns.

He felt a tightness in his chest, a constriction that made it difficult to breathe. He closed his eyes, picturing Alex's face, trying to reconcile the boy he thought he knew with the vitriol spewing from the screen.

The feeling in his stomach turned. He wanted to scream.

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