The news came through social media. A shared ancestry test result, a message from a woman he didn't know: "You're my brother!" The words screamed across the screen. David immediately closed his laptop, as if he could erase the message. His shoulders slumped.

He got up and went to the window, staring out at the bustling city. The cacophony of sounds, usually a comfort, now grated on his nerves. He felt a tremor in his hands as he clenched them into fists. He thought of all the questions, the possible scenarios, the disruption.

He needed to escape, to be alone, to think. He grabbed his keys and wallet, and headed out, the sudden movement causing his head to spin.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256