The tap at the window, not the door, startled Mark. He was immersed in a book, oblivious to the world. He whipped around, his heart pounding. Mrs. Davis from across the street gestured with a friendly wave and a spade. He sighed.

He opened the window and she began immediately, her voice bubbling with enthusiasm. "Mark, dear, your yard gets so much sun! I'm hoping to plant some sunflowers. Just a little corner, near your fence, wouldn't hurt, would it?"

He stared at the perfectly trimmed lawn. He'd spent the weekend on it. His fingers began to itch, and he twisted them together. He wanted to go back to his book, back to his quiet.

He mumbled, "I... I'm not sure. I don't know." He avoided her eyes and closed the window, and sat back at his desk, but was unable to pick up his book. He sat there, staring at the closed window.

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