The coffee cup trembled in his hand, the hot liquid sloshing dangerously close to the rim. He stared out the window, at the neatly manicured lawn that would soon be divided. The thought of losing the view, that shared expanse of green, made him want to bolt.

He chewed on his lip, a habit he'd adopted in childhood. The meeting with the builder and the other neighbors loomed, a dark cloud on his otherwise clear horizon. He dreaded the small talk, the forced smiles, the inevitable compromises.

His palms were slick with perspiration. He felt a profound sense of pressure, as if the weight of the world rested on his shoulders. He needed to be strong, to speak up. But the words, he feared, would fail him.

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