She wasn't alone. Even after checking every nook and cranny, she knew it. The faint scent of lavender, too strong, too lingering, clung to the air, even after she'd opened the window. Inside a dusty box, she'd found a child's collection of handwritten poems.

Each poem was signed with a child's name, but the language was all grown up. The words, the imagery…it was as though something was using the child’s handwriting to speak. She closed the box with a snap. She felt a prickling heat under her skin. She had to get out of the attic.

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