The announcement had come during a particularly productive writing session. Now, Sarah couldn’t focus on the words, the sentences blurred. She felt a deep, unsettling unease spreading through her. A knot formed in her chest, constricting her breath. She closed her laptop, pushing back from the desk with a jolt.

The room seemed to shrink, the walls closing in. She walked to the window, staring out at the vibrant campus, the throngs of students, the bright sunshine. Everything looked wrong, out of kilter. The cheerful scene just seemed to mock her current mental state.

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