The invitation to the backyard was a trap, of that Mark was sure. He tightened his grip on the coffee mug, the ceramic nearly cracking under the pressure. Mr. Henderson, all smiles and sun-creased eyes, gestured towards the towering oak that straddled their property line. "Beautiful tree, isn't it?" he boomed.

Mark swallowed, the lump in his throat making it hard to reply. He could feel the familiar flutter in his chest, a frantic bird trapped in a cage. He mumbled an affirmative, his gaze darting between the tree and the neighbor's face.

The proposal was quick, delivered with the practiced ease of a salesperson. "It’s getting a bit close to the house, you see. And the roots… well, they’re a menace." Each word was a tiny jab, each syllable twisting the knot in Mark's stomach tighter. He focused on the damp spot on the grass where he was standing, trying to ground himself.

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