David, a man of routine, was cleaning out his desk. He found an unsent letter addressed to his late wife. He should have known. It was so unlike her to let an important correspondence go unfinished.

His pulse quickened as he read the words, a raw testament to a buried desire for children, a secret pain that had festered in the shadows of their marriage. The silence of the room was deafening.

He lowered himself into his chair. His hands shook as he set the letter down. It was almost as though a hole had been punched in 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