The attic air tasted of dust and forgotten things. Clara tugged at the collar of her shirt, the fabric suddenly feeling too tight. It was a stifling day, the heat radiating through the old house. Her grandmother had always told the story of her grandfather, the war hero, the brave man who saved his comrades. But the photos… they showed a different man. A man in a uniform, yes, but a man hiding behind a bush, looking utterly terrified. Her stomach churned.

She shuffled the glossy pictures again, the edges worn smooth by time. The story of her grandfather’s heroism was the cornerstone of her family’s legacy. This secret – what did it mean? She had to know. Her fingers fumbled with the brittle paper. The photographs felt like a cold weight in her hands.

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