The spreadsheet blurred before Amelia's eyes. It was a perfect match. Down to the font. The graphs, the calculations, everything. She slammed her laptop shut, the abrupt sound echoing in the sterile office. Her jaw clenched, a muscle working furiously. This couldn't be happening. Years, she'd poured years, into this research.

She stood abruptly, shoving her chair back, the legs scraping across the polished floor. It was like a physical blow. The audacity. She stalked toward the office of her supposed collaborator, Mr. Henderson, knuckles white as she raised her hand to knock. The door, when she’d finally gained the courage to do it, sounded weak.

The man’s head shot up, his face registering surprise. "Amelia! Come in, come in! I was just about to send you an email about--" He gestured at his monitor. Amelia cut him off. "Get to the point, Henderson. Did you think you could just… steal my work?" The words came out sharper than she intended.

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