The elevator ride felt interminable. Amelia kept pressing the button for her floor, as if willing it to move faster. Her stomach churned, a knot of anxiety twisting tighter with each passing second. She hadn't slept well the night before, haunted by dreams of being overlooked, of being discarded.

She walked into the office, the bright morning light seeming to assault her senses. The air felt stale, the familiar scent of coffee and printer ink suddenly nauseating. She forced a smile, but it felt brittle, unnatural, a mask she had to wear.

She saw the congratulations, the hugs, the champagne flutes in Sarah’s office. It felt like a punch to the gut. She wanted to scream, to lash out, but instead, she just swallowed hard, and retreated to her desk, the silence of her workspace a hollow comfort.

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