He was mid-stride, about to leave for his afternoon run, when the notification appeared. Sean. The blood drained from his face. He felt a sudden chill, as if the temperature had dropped twenty degrees. He felt the need to flee, to escape, to run and run.

He slumped against the wall, his legs suddenly weak. He remembered the humiliation, the constant teasing. The sweat on his skin felt cold. The image of Sean’s face swam before him.

He forced himself to take a deep breath, trying to regain control. He stared at the friend request, then took his shoes off and slowly sat down in the floor.

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