"Unbelievable," Clara breathed, her voice a strained whisper as she stared at the shattered remains of the birch tree. It had fallen on the pool shed, crushing it completely. She felt a sharp pang in her chest.

She imagined the phone calls, the meetings with insurance adjusters, the inevitable paperwork. Her head throbbed. She clutched the counter top, trying to regain her composure. She had to stay calm.

She started to tap her fingers on the counter, a rapid, erratic rhythm. Her vision blurred at the edges. She had to sit down, she thought, before she collapsed.

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