The takeout container slammed onto the kitchen counter, splattering a smear of General Tso’s chicken across the pristine granite. “What the HELL is this?” Mark bellowed, his voice thick with a simmering heat. He hadn't known what his partner, David, was up to, and now here it was, laid bare in the most mundane of places: a sticky note stuck to the fridge. In messy, unfamiliar characters, it read, "Where is the bathroom?" His jaw clenched.

David emerged from the living room, a half-eaten apple clutched in his hand. “Hey, honey, you’re back early! You okay?” He winced, sensing the tension radiating off Mark.

“Okay? No, I’m not okay,” Mark spat, gesturing wildly at the note. He had never discussed the language with David. Why would he? It was part of *him*, not something to be shared willy nilly. “What is this garbage? What the hell have you been doing?” His chest constricted, making it difficult to breathe. The air felt thin and cold.

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