The voicemail message repeated in Lucas’s head. His husband, Ethan, had been unusually busy, working late, claiming a new project. The message was from a language tutor, confirming Ethan's appointment. The language? Cantonese. Lucas's blood ran cold.

He found Ethan in the study, hunched over his laptop. “Ethan, what is this?” Lucas’s voice was tight, barely above a whisper. He held up his phone.

Ethan’s head snapped up. His face went ashen. "I... I can explain."

Lucas walked towards his husband, his strides measured, his gaze locked on Ethan. "Explain? Explain what? What gives you the right to delve into something so deeply personal, without even talking to me? Who do you think you are?” The words seemed to explode from him, fueled by a wellspring of resentment. The room felt suddenly small, the air thick with unspoken accusations.

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