The rain lashed against the windows of the antique shop, mirroring the storm brewing inside her. She’d been hunting for a specific edition of *Pride and Prejudice*, her favorite book, hoping to find comfort in its familiar prose. She’d always loved the way the story ended, the feeling of hope. The shop’s owner, a prissy man with a too-perfect mustache, had been less than helpful, watching her every move.

She found the book, but the moment she touched it, a wave of sickness washed over her. It was all a lie.

A fragile note slipped out when she opened the book. She grabbed it.

The words, neatly typed, were brutal: *You were never enough.* She wanted to shatter every delicate glass trinket in the shop, but she stood frozen, the paper clenched in her hand. Her chest felt like it was about to explode.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285