He slammed his fist on the table, making the glasses jump. His uncle, Arthur, calmly continued to sip his tea, a small, knowing smile playing on his lips. “You know, Samuel, it is about finding peace. The principles of Buddhism…”

“Peace?” Samuel spat the word. “You find peace in abandoning your family? In tossing aside everything you’ve always held dear? My grandmother, the years of Sundays at the church…"

He paced the room, his breath coming in ragged bursts. The air felt thick, suffocating. He wanted to rip the prayer beads from his uncle’s hands, to shatter the placid mask.

“It's not abandonment, Samuel. It's…” Arthur began, but Samuel cut him off. “It's a slap in the face! You think this is some kind of hobby? You think this is a game?” He grabbed his coat and stormed out, the door slamming with a resounding crash that echoed through the quiet house.

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