The impact had been like a punch to the gut. The air stank of snapped wood and freshly upturned earth. She could feel her pulse racing, a frantic drumbeat against her eardrums. She found herself wringing her hands, as if trying to squeeze the tension out of her body.

The scene of destruction was imprinted on her mind. She tried to think of anything else. Her mind kept drifting back to the crash, the sound, the sight. She began to clean, scrubbing the same spot on the counter again and again, until her knuckles were raw. The repetitive motion offered a strange comfort. It gave her something to focus on, a way to channel the sudden surge of anxiety.

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