He couldn’t sleep. He tossed and turned in his bed, the familiar creaks of the old building amplifying his unrest. He got up and walked over to the window, the city lights below seeming to mock him.

He felt a deep, gnawing sense of unease. He felt physically ill. He made a cup of chamomile tea, hoping it would soothe his nerves, but the warm liquid did little to calm the internal storm.

He sat on the edge of his bed, staring out into the darkness, a vast chasm of uncertainty opening before him. He ran his hand through his hair, finding a fresh wave of gray hairs.

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