"Unbelievable," Maya muttered under her breath, staring at the side-by-side comparison on her laptop screen. The similarities were undeniable. Her story, "Crimson Bloom," and the bestseller, "Scarlet Dawn" by Silas Blackwood. It was like looking at a reflection, but distorted and defiled.

She slammed the laptop shut, the sound a sharp crack in the silent room. She couldn’t look at it anymore. She felt an overwhelming need to get away, to escape the confines of her apartment.

She threw on a coat, barely registering the details of her surroundings. The brisk January air bit at her face as she stepped outside, but it did little to quell the heat rising inside her, a boiling anger threatening to overflow. She began to walk, faster and faster, until she was practically running, driven by a desperate need to outrun the truth.

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