The weight of it settled in his stomach, a cold, hard knot. Mrs. Chen, his chemistry teacher, had started viewing his Twitter profile. He could see her name on the list of viewers. He’d ranted about the upcoming exam. He'd complained about the pressure. Now, the fear crawled up his throat.

He slammed his laptop shut, the abrupt action echoing in the quiet of his room. The glow of the screen had felt invasive. He felt suffocated, trapped within the confines of his own online presence.

He retreated to his bed, pulling the covers over his head. The darkness offered a small measure of relief, a temporary escape from the gnawing unease.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236