The small, leather-bound notebook felt heavy in her hand. Inside, her partner, David, had scrawled a fictionalized account of their last argument. The anger, the hurt, the accusations – all captured with chilling accuracy.

She felt a hollowness in her chest. She had thought they had moved past those issues. Now, she understood he was replaying them in his mind.

She ran her fingers over the words, each one a phantom stab. Her throat constricted, making it difficult to breathe. She wasn't angry, not exactly. She just felt…unmoored.

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