The constant tapping of Clara’s foot was the only sound in her cubicle. She was unable to settle. She checked her email repeatedly, as if expecting the news to change with each refresh. Her heart raced, a frantic drumbeat against her ribs.

She avoided eye contact with Sarah all day, afraid that her own feelings would give her away. She could feel the stares of others, the subtle hints of empathy or, perhaps, gloating. She couldn't tell. Her head was a jumble of anxieties and insecurities.

She excused herself from the team meeting, claiming a sudden headache. The truth was, she couldn’t bear to sit there, pretending to listen while the announcement was made. She retreated to the women’s restroom, the cool tiles against her forehead offering a fleeting moment of calm.

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