The exam hall, once a place of academic focus, now felt like a battleground. Chloe clutched her pen, her hand trembling so badly it was difficult to write. The accusation still throbbed in the back of her mind.

She looked around the room, feeling the scrutiny of unseen eyes. Every rustle, every cough, seemed amplified, mocking her. She felt exposed, vulnerable, like a criminal under surveillance.

She stared blankly at the test paper. Her mind was a fog, her focus shattered. Every answer seemed to be a gamble, every word a potential betrayal. The weight of the accusation made her feel physically ill.

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