The discovery sent chills crawling over Thomas’s skin, as he leaned against the wall, trying to find some semblance of calm. The room, accessible only through a hidden panel in the master bedroom closet, was bare except for a small, iron-bound trunk. He had a sudden urge to flee the house, to get as far away from it as possible. He imagined all the things that could be in that trunk, his imagination conjuring up shadows and whispers. He found himself avoiding eye contact with his wife, as if she, too, was privy to the secret.

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