The news felt like a punch to the gut. Laura sat at her desk, the computer screen blurring before her. She felt like she was underwater, everything muffled and distorted. She blinked hard, trying to clear her vision, but the feeling persisted.

She reached for her phone, intending to call her husband, but her hand stalled. The words wouldn’t come. The very air seemed to press down on her. The hum of the office machinery, normally a background noise, now grated on her nerves.

Laura closed her eyes, trying to breathe deeply, but the air felt thin and unsatisfying. A chilling feeling crawled up her spine. She wished to be anywhere else.

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