The email sat in the inbox, a digital taunt. "Ancestry Results: You Have a Surprise!" Amelia slammed her laptop shut, the metallic clang echoing in the sterile silence of her apartment. She snatched her phone, pacing the length of the living room, a restless energy coursing through her.

Her breath hitched. The words from the email, from the DNA test she'd taken on a whim, replayed themselves in her head: "No genetic match to either parent listed on your birth certificate." She felt a pressure in her chest, a knot of unease tightening with each passing second.

She dialed her mother's number, her thumb hovering over the call button. Then she slammed the phone against the table, the plastic bouncing and spinning. They'd always been so… perfect. The perfect family. The perfect life.

She needed to move. She grabbed her keys, ignoring the way her hands were shaking. She had to *do* something.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256