The flickering candlelight cast elongated shadows on the walls of the restaurant. Across the table, Olivia fidgeted with her napkin, her fingers twisting and turning the fabric into a tight knot. The impending conversation made her feel on edge.

She was waiting for Sophie. She was trying to bring up the camping trip, the trip where their friendship had changed. She remembered the storm. Sophie was late, which did not help.

Sophie arrived, looking radiant and relaxed. She launched into a story about something completely unrelated. Olivia cleared her throat. “Remember that night at the lake?” she asked, her voice barely above a whisper. Her palms were damp.

Sophie's response was a blank stare. She remembered sunshine, a clear sky, and a gentle breeze. Her memory of the event was completely different, completely incompatible with Olivia's memory. Olivia felt a flush rise in her cheeks. It was as though they had experienced two different realities, a disconnect that left her feeling adrift and uncertain. She felt an overwhelming need to get out of the restaurant.

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