He stared at the screen, the pictures blurring through a sudden haze. Mark's vision swam. The house was unrecognizable, all sleek lines and modern finishes. Gone was the chipped paint, the crooked porch swing, the haphazard garden his mother had cultivated.

He rose from his chair, a tremor in his legs. He found himself pacing, unable to remain still. He felt a phantom pain in his chest, a tight, heavy ache.

“This isn’t right,” he muttered, the words catching in his throat. He felt a profound sense of… loss. He had to go there. Now.

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