The key scraped in the lock, the sound echoing unnaturally loud in the silent house. Amelia pushed the door open, a wave of stale air hitting her like a physical blow. She stood frozen, hand still on the handle, a cold knot forming in her stomach.

She felt a strange urgency, a need to touch everything, to confirm its reality. She ran her hand along the dusty banister, the wood rough against her skin, each grain a tiny imperfection. Then, a quick glance up the stairs.

A strange tension seized her as she took the first step, her breath hitching in her throat. She needed to look at the rooms upstairs, to face whatever was waiting for her up there. It was like a compulsion.

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