"So, you got the house and all its contents?" Beatrice asked, her voice tight. Her brother, Arthur, nodded, gesturing expansively at the lavish, newly-renovated mansion. She, however, was bequeathed a single, plain wooden box.

She opened the box. Inside, was a handful of dirt, some seeds, and a faded note. The words were simple, yet she understood what was intended.

She felt a hollowness inside her, a deep void that threatened to consume her. She closed the box again. A cold sweat erupted across her back.

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