He’d almost choked on his coffee. Mr. Henderson. The name echoed in his ears, a mocking reminder of awkward teenage years and unrequited crushes. Now, his daughter, Lily, was going to be subjected to the same man's lessons? He felt a cold dread creep into his chest.

He found himself wandering the halls of his old high school's website, searching for pictures of the faculty. He felt a need to remember the way things were. He imagined the way she'd react. He had to know the woman's current state.

He felt the sudden need to revisit a space he had long abandoned. He imagined driving there, walking the grounds, looking for something he couldn't name.

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