The request, when it came, felt like a physical blow. A sharp, stinging jab to Liam's solar plexus. The words, so innocent, of wanting to cultivate a small plot next to his fence, replayed in his head. Mrs. Peterson's cheerful tone grated on him. He felt his jaw clench.

He had spent weeks making sure his lawn was perfect. The idea of someone altering his precisely manicured space… He needed to be alone.

"Well," he stammered, running a hand through his hair. "I… I'm not sure. I'd have to… think about it." He felt a flush creep up his neck.

He watched her retreating back through the window, the image of her in his yard a persistent, unwelcome echo. He retreated to his darkened living room, away from the sun's glare, and closed the curtains.

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