He stared at the photograph, the image of his half-sister a glaring intrusion into his carefully curated life. The photo's vibrant colors mocked him. David’s normally sharp focus felt blurred, like looking through a rain-streaked window. He felt as though he was a character in a bad play, trapped in a role he hadn't auditioned for.

He closed his eyes, picturing his parents, their familiar faces suddenly rendered alien. The feeling that everything he thought he knew was unraveling made his stomach clench. He ran his hand through his hair, a gesture that did nothing to soothe the anxiety that now gnawed at him.

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