The basement felt colder than usual. Sarah hunched over the list, the dim light struggling to illuminate the faded ink. “Go to Italy.” “Learn to bake bread.” “Make peace with the past.” The last item, underlined with a flourish, sent a shiver through her. She hugged herself tightly, as though warding off a physical blow. The air around her seemed to vibrate with a silent pressure. Her eyes darted around the cluttered space, seeking an escape, a reprieve from the unnerving truths contained on the page. She felt utterly alone.

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