The world swam. Melanie’s stomach lurched, a cold, hard stone settling within her. It was a joke, a sick joke. Her novel, her heart and soul poured onto the page, now appearing in the “New Releases” section with a different name on the cover. A name that, until this moment, she had revered.

She crumpled the magazine in her hands, the glossy paper crinkling under the pressure. The air in her tiny apartment felt thick, heavy, impossible to breathe. She paced, back and forth, the worn floorboards creaking under her hurried steps.

She dialed the number of her best friend, her voice cracking as she spoke. “You won’t *believe* what I just saw…”

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