The email sat in Amelia’s inbox, glowing with a malevolent light. *AncestryDNA Results Are In!* She’d taken the test on a whim, curious about her heritage. Now, it screamed betrayal. She slammed her fist on the desk, rattling the framed photo of her parents. Their smiling faces, once a source of comfort, now felt like a taunt.

Her breath hitched. She scrolled through the results, each percentage point a fresh wound. *Not found: Biological Father*. The polite language of the website felt like a knife twisting in her gut. She kicked her chair back, the metal legs scraping harshly against the wooden floor. She needed air.

Outside, the familiar scent of blooming roses, usually a balm to her soul, now grated on her nerves. She ripped a bloom from its stem, crushing the delicate petals in her hand until her knuckles ached. This wasn't how her life was supposed to be.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296