He ran his hand across the freshly painted wall, the smooth texture doing little to soothe his rising agitation. The previous owners, bless their hearts, hadn't mentioned the murder. He'd only learned about it after the closing. Now, every time the wind howled, he felt a knot tighten in his stomach.

The realtor's upbeat tone, her reassurances about the "tranquil neighborhood," felt like a cruel joke. He sat on the porch, a cigarette clamped between his teeth, but couldn't bring himself to light it. He hadn't smoked in years. Now he craved the small act of defiance.

He picked at a loose thread on his jeans. The silence of the house was suffocating. He wanted to fill it with noise, to drown out the echo of what had occurred within its walls. He felt compelled to pace, to measure the distances, as if the very dimensions of the house were somehow conspiring against 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