The air in the sterile, modern office was frigid, and it made Ava shiver. She wrapped her arms around herself, trying to ward off the chill. Her brother, Miles, sat opposite her, his face a mask of polite detachment. The lawyer, a young man with a neatly trimmed beard, began to read.

Ava’s heart was trying to escape her chest as she listened to the details about the family's assets. Her mind whirled, calculating, fearing the worst. Miles was clearly intended to be the executor, the decision-maker.

“And, to Ava,” the lawyer announced, “ownership of the family’s beachfront property in the Bahamas, including all associated liabilities and maintenance costs.” Ava felt a sudden, almost overwhelming urge to flee. Miles leaned forward, a strange glint in his eye.

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