The realtor’s voice, cheerful and professional, grated on his nerves. He barely heard the spiel about "modernizing" and "investment potential." He just wanted to be alone. He’d brought a small bottle of whiskey, hidden away in his coat pocket. He hadn't touched it yet, but the weight of it, the promise of oblivion, offered a small measure of comfort.

He shifted from foot to foot, the cold seeping through his shoes. The air tasted of dust and decay. Every loud crack of the approaching machinery made him flinch. The house looked different. Smaller. Insignificant.

He excused himself, muttering something about needing to take a call. He walked a few blocks away, and slumped against a tree. He pulled out the whiskey.

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