He usually loved the mail. It was a connection to the outside world. But today, the mailbox held a singular terror. The card was cheap, garish, with a picture of a dancing bear. “Have a bear-y good birthday!” it proclaimed. No name, no return address. Just… this.

He slowly closed the mailbox, his movements deliberate, as if trying to stave off the feeling that was swallowing him whole. He felt a pressure in his chest, a tightness that made it hard to breathe.

He went inside and sat in his favourite chair, but found no comfort there. He looked around his home, at all the familiar objects, but they offered no solace. He felt exposed, stripped bare.

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