He stared at the spreadsheet on his laptop, but the numbers blurred together. He couldn't concentrate. Sarah, his roommate, had just told him she wanted a snake. A snake. James took a deep breath, trying to regain his composure. It didn't work. His hands felt clammy.

He’d always valued control, the ability to anticipate and manage every aspect of his life. A snake – cold-blooded, unpredictable, and potentially capable of escaping its enclosure – felt like a direct assault on his carefully constructed world. He imagined the snake, its scales glinting, slithering across the floor, and his stomach lurched.

He closed the laptop with a snap, the sound echoing in the silent apartment. He had to say something, but the words were stuck in his throat.

"Maybe… maybe we should research this a bit more?" he said, his voice sounding high-pitched. He felt pinned down, trapped.

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