He sat on the park bench, the setting sun casting long shadows. Across the street, the venue for his party. The very same day as Jamie's. His hands were clasped so tightly they ached.

The laughter of children playing nearby was almost unbearable. He squeezed his eyes shut, trying to block out the sounds, the sights, the world. He felt a deep sense of betrayal, of unfairness.

He stood abruptly, his legs shaky. He had to decide what to do. His own excitement had evaporated, replaced by a cold, numbing dread. Every movement felt clumsy and wrong.

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