The list was tucked inside a favorite book. She read each entry, her initial curiosity slowly curdling into something else. “Plant a tree.” “Learn to speak French.” “Find peace.” The last one, written with a flourish, seemed to mock her. She felt a knot tighten in her stomach, a physical representation of her unease. She clenched her fists until her knuckles were white. The room began to feel too small, the air thick and heavy. She abruptly stood up, pushing back her chair with a jarring scrape. She needed to move, to do something, anything, to break free from the suffocating grip of the list's unspoken demands.

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