The world seemed to tilt on its axis. Sarah, returning from a particularly grueling grocery run, dropped her bags, the oranges and apples scattering across the freshly-paved driveway. Her vision blurred, the familiar lines of her house swimming before her eyes. The absence of her minivan sent a jolt of panic through her. She felt a profound sense of wrongness, as if a piece of her very being had been ripped away without consent. The wind, which had been a gentle breeze, now felt like a predatory force, whipping around her, whispering secrets she didn’t want to hear.

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