The drive to the event had been silent, the car filled with a tension he couldn't name. He kept replaying the speech in his mind, but the words felt hollow, lacking substance. He felt as if a heavy weight was crushing his chest.

The decorations, the music, the smiling faces, all felt wrong, like a carefully constructed façade. He watched his father, laughing and shaking hands, and saw a man he barely knew.

He found himself staring at the food table, the endless array of hors d'oeuvres seeming to mock his inability to find peace. The speech hung over him like a dark cloud, its delivery a looming catastrophe.

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