The silence in the library felt oppressive. He sat, pretending to study, but the words blurred before his eyes. The textbooks seemed to mock him, the facts and figures irrelevant in the face of the monumental shift in his life. He felt a constant clenching in his jaw.

He slammed his book shut, the sound drawing disapproving glances from nearby students. He wanted to shout, scream, anything to release the pressure building inside. He felt a wave of nausea.

He buried his face in his hands, picturing their favorite spot in the park, the scent of the trees, the sound of her laughter. All of it now felt like a distant memory.

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
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236