The flickering candlelight cast dancing shadows on the walls as I unfolded the letter. I’d bought the book, a leather-bound volume of fairy tales, from a dusty antique shop. The letter spoke of a forgotten child, a buried truth. I felt my breath catching in my throat.

My hands trembled as I read on. The sweet, innocent stories now felt like twisted echoes of something darker, something I couldn't understand but felt. I closed my eyes for a moment, wishing I could simply erase it all.

The warmth I'd felt from the fire had vanished, replaced by an icy dread. The room around me felt vast and empty. I 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
šŸ˜ž0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290