The flickering candlelight cast long, dancing shadows across the room. Her hands were clammy. Amelia studied the letter, her grandmother's words a stark contrast to the woman she had known. The resignation was from a role as a school teacher.

She took a shaky breath, the air in the small room feeling thin and heavy. Her grandmother had always been a font of wisdom and patience, yet the letter revealed a deep-seated weariness she’d never hinted at.

She dropped the letter on the table, the paper landing with a soft thud. She wrapped her arms around herself, as if shielding against a sudden cold. The shadows on the wall seemed to writhe, mocking her ignorance.

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