The afternoon sun cast long shadows across the living room, but all he could see was the square box sitting on his countertop. It was addressed to "Ms. Iris Bellweather," the woman who had lived here before him. He was trying to focus on his work, but his mind kept drifting back to the package.

He needed a break, he told himself. He hadn't eaten all day. He had an important meeting scheduled. He was running out of time.

He stared at the box, his chest beginning to feel tight. He should ignore it. But what if it was something important? His hands shook as he reached for it. He took a deep, involuntary breath.

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