The email sat in Amelia’s inbox, a stark white rectangle against the muted colors of the website. She hadn’t opened it. The subject line, “Regarding Your Father,” seemed to vibrate with a hidden intensity. Her stomach felt like a tightly clenched fist. She’d been staring at it for a solid hour, the cursor blinking mockingly next to the “Read” button. She finally grabbed her phone, scrolling through social media, the trivialities of everyone else’s lives a flimsy shield against the unknown.

Her fingers trembled slightly as she finally clicked. The lawyer’s words blurred together at first, a confusing jumble of names and dates. Then, the sentence materialized: “… a half-sibling, Eleanor, residing in…” Amelia felt a sudden, inexplicable heat flush up her neck. She stood abruptly, pacing her small apartment, the worn rug soft under her bare feet.

Eleanor. The name echoed in her head, a persistent, unsettling hum. She ran a hand through her hair, the strands catching on her fingers. She grabbed a glass of water, the cold glass a momentary comfort against the warmth that persisted.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228