The news had spread like wildfire. Jessica heard the whispers as she walked to her desk, a knot forming in her stomach. The email confirmation solidified her fears, leaving her with a sense of unease. She sat down, but felt an immediate need to stand again.

She walked to the window, the city lights below offering little comfort. Her breathing was shallow, her heart racing. The once-welcoming office environment now felt like a cage. She couldn't shake the unsettling feeling of uncertainty.

Jessica found herself clenching and unclenching her fists, a gesture she wasn’t even conscious of. She wanted to scream, to weep. Instead, she just stood there, paralyzed by the unknown.

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