He felt his stomach tighten as he approached the cluttered table. Each object felt like an accusation, a judgment on his life's choices. The sale buzzed with conversation, a cacophony that intensified the pressure building in his head. He usually avoided crowds, preferring the solace of his quiet apartment, but he was here, compelled by an invisible force.

Then, there it was. A battered, familiar shape, tucked beneath a pile of mismatched teacups. It was Rupert, his childhood companion, his silent confidante. His heart thumped erratically. He remembered the feel of Rupert's soft fur, the way he smelled of sunshine and childhood. The man running the sale watched him, a slight smirk playing on his lips.

"Ten bucks," the man said. He struggled to meet the man's eyes, and felt his throat constrict. He handed over the money, his hand trembling slightly. Holding Rupert, he moved away from the table, breathing deeply in an effort to calm the rapid beat of his heart. The day suddenly felt a little less heavy.

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