The genealogy website was supposed to be fun. A harmless diversion. Then the results appeared: a cousin match, a second cousin, and, finally, a half-sibling. The details were there: a name, a location, a picture of a woman who looked strikingly like him.

He slammed his laptop shut, the screen flashing black. He went to the kitchen and made himself a strong cup of coffee, then drank it in one long, gulping swallow. He kept refilling the cup, each time the bitterness doing little to calm the churning in his stomach. He felt a cold dread settle in his bones, a feeling of being utterly adrift.

He stared out the window at the familiar street, now seeing it through a completely different lens.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229