"I just... I don't get it," Mark stammered, staring at his father across the dining table. The food sat untouched before him. The usual aroma of his mother's cooking, a source of comfort, was now nauseating. His father, usually jovial, spoke with a quiet intensity about his conversion to Judaism.

Mark felt a pressure building behind his eyes, a tightness in his jaw. He wanted to shout, to argue, but the words caught in his throat. He felt like he was losing him, even though his father was still sitting right there. The familiar room felt alien, the objects surrounding him seeming to shift and change.

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