The email arrived like a punch to the gut. It was from Ben. The familiar name, the boy who had made her teenage years a living hell, made her stomach clench. Her palms grew slick with perspiration. She felt as though someone had just dropped a heavy weight on her chest.

She stood up abruptly, knocking over her coffee cup. The scalding liquid splattered across the desk. The mess was the least of her concerns. She felt like she couldn’t breathe.

She scrambled for the paper towels, her hands shaking, as the feeling that she had to get away grew. She needed to leave the office, to escape the suffocating presence of that 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