The package arrived anonymously. Inside, a single photograph. It depicted Mrs. Abernathy, her usually drab clothing replaced with designer finery, stepping out of a private jet. A beach scene. Sunshine. Palm trees. And her.

He felt a sudden, sharp pain in his stomach. He crumpled the photo in his fist, the paper crinkling like a scream. The small, cramped apartment seemed to shrink around him.

He pictured the smug smile he'd seen on her face when she’d complained about the noisy construction next door. The subtle jabs at his own modest home. It all seemed so…calculated. He tossed the photo in the trash, then immediately regretted it. He pulled it back out.

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