He stared at the microphone like it was a coiled viper. The room, filled with well-wishers and sycophants, seemed to hum with a sickening sweetness. His mother was across the room, already shedding happy tears. He felt a knot tighten in his gut. His throat constricted, and he felt his heartbeat thudding in his ears. This was all so utterly…wrong.

The slideshow behind him displayed photos of his father, the smiling, successful executive. He wanted to scream. He wanted to tear the screen down. Instead, he forced a smile, a grim parody of joy.

"Dad," he began, his voice surprisingly steady, considering the turmoil inside. He noticed a vein throbbing in his temple. "You always told me… responsibility. Duty. Loyalty." He repeated the words slowly, savoring the bitter taste of them. The air in the room felt thick and heavy.

He paused, letting the silence hang. He felt his jaw clench, every muscle in his body tense. "I hope you enjoy your… freedom," he finished, his voice flat, devoid of any genuine emotion. He stepped away from the microphone, feeling the burning stare of his father.

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