The email sat in Eleanor's inbox, bold and unwelcome. "Subject: Regarding Your Father." Her fingers tightened on the mouse. Her breath hitched. She clicked, and a wave of heat flushed her cheeks. The sender was a lawyer, and the brief message stated that her father, deceased these past five years, had fathered another child. A sibling. A complete stranger. She felt a tremor run through her.

She rose and paced her small apartment, back and forth in a measured rhythm. The email’s words echoed in her mind. Another child. Her father. A secret. She stopped, grabbing a water bottle and taking a large gulp, the cold liquid barely cooling her burning throat.

Her mind swirled with questions, but they remained unfocused, chaotic. She imagined the meeting, the inevitable confrontation. How could she possibly navigate this minefield? A knot formed in her stomach, twisting with each imagined scenario. She needed something, anything, to quell the building pressure. She opened her laptop and started a mindless online shopping spree, adding items to her basket that she didn't need and wouldn’t buy.

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