The sleek, silver laptop felt cold beneath her fingertips. The password-protected file, accessed with a combination of intuition and luck, revealed the truth. Her husband, Liam, had a secret, a significant one. The account was overflowing with funds she did not know about. A cold sweat erupted on her skin.

She slowly began to feel as though she was being pulled down, down into a pit of darkness. He had looked her in the eyes and promised her everything, then had proceeded to withhold a crucial piece of his life.

The world seemed to lose its color. She slowly closed the lid, the click echoing in the sudden silence. Standing up, she grabbed her coat and walked away. Without looking back, she walked straight into the night.

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