"What the hell is this?" Sarah whispered, staring at the letter. She'd found it tucked inside a well-worn copy of *Pride and Prejudice*, purchased as a gift for a friend. The letter was a confession, detailing a betrayal of trust, a deep-seated deception.

She sank onto the sofa, the book falling to the floor. A cold sweat slicked her skin. The sunlight streaming through the window seemed overly bright, making her head ache. Everything felt skewed, unreal.

She reached for her phone, but hesitated. Who could she even tell about this? The carefully constructed reality of her life felt like it was starting to crumble.

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