The whole scene felt wrong. Everything from the mismatched furniture to the awkward small talk felt alien. Her hands were clammy, and she ran a finger under her collar to try and find some relief. She never really went to yard sales, but this one was close to her apartment, and she needed a distraction.

And then she saw him. On a small, dusty table, sat Barnaby. Her heart skipped a beat, and she found herself rooted to the spot. Her throat closed up, making it difficult to breathe. The owner, a woman with bright red lipstick, stared at her, waiting.

“Two dollars,” the woman said, her voice dry. She couldn’t speak, she just nodded and handed over the money. The bear felt strangely heavy in her arms. She clutched him, and moved slowly from the yard sale, seeking the solitude of her apartment.

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