The letter was found tucked within a box of old photographs. The subject of the letter? His mother’s resignation from her position as a museum curator. His mother was famous, and the museum position was her life, but the letter said otherwise.

His pulse quickened as he read the words, the carefully chosen language concealing a depth of feeling he couldn't decipher. The photographs lay scattered around him, each image now subtly altered, tainted. He ran a hand through his hair, a nervous gesture he hadn't known he possessed.

He closed his eyes, trying to block out the rising tide of unease. He felt the room shrinking, closing in, the photographs becoming a silent, accusing audience. He was trapped.

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