From the kitchen window, Mary watched the upheaval across the street with a profound sense of unease. The neighbor's elm, a beautiful, sprawling thing, lay broken in their garden, its leaves strewn about like discarded confetti. She'd been meaning to prune her own overgrown rose bushes. She felt a growing pressure in her chest.

She went to the sink, turning the tap on and off repeatedly, staring at the water as if it held the answer. Her mind raced. What if it had fallen on their house? What if the damage was more extensive than it appeared? She couldn't stop imagining the worst-case scenario.

A tiny tremor started in her jaw, and her breathing quickened. She took a step back, unable to meet her own gaze in the glass. She felt compelled to call someone, to explain, to apologize, even though nothing was her fault.

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