The old house creaked and groaned around Eleanor as she explored the dusty attic. She was searching for her grandmother's antique jewelry box, but found a letter instead, carefully tucked inside a forgotten book.

It was addressed to her grandfather, a plea for forgiveness and understanding, an attempt to bridge an unacknowledged chasm. The words struck a nerve she didn't know she still had.

She paced the attic, her boots echoing on the wooden floorboards. The air felt heavy, oppressive. A pressure built in her chest, a silent scream trapped within her.

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