The flyer, slipped under the door, promised a “neighborhood get-together.” Free food, drinks, music. The location: Mrs. Callahan's sprawling estate. The invitation felt sarcastic.

He shredded the flyer, his hands trembling. He felt a hot flush rising in his neck. He’d always thought she was…pleasant. Helpful. Always offering baked goods. Now, he imagined the sprawling kitchen, the gleaming appliances, the walk-in pantry filled with gourmet food.

He kicked the leg of his dining room table. It wobbled precariously. The cheap furniture, the threadbare carpet, the peeling wallpaper… everything seemed to mock him.

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