Liam stared at the photograph, the grainy image of a young woman with his father’s eyes staring back at him. A sister. His jaw clenched. He’d spent his life trying to live up to his father’s impossible standards, striving for his approval. Now, this… this felt like a cruel joke, a betrayal of everything he thought he knew.

He slammed the photograph onto the kitchen table, the sudden noise echoing in the silent apartment. His hands trembled as he poured himself a shot of whiskey, the liquor burning a path down his throat.

Later, he found himself outside, pacing the sidewalk. The cool night air did little to soothe the rage that coiled within him. He lit a cigarette, the ember glowing like a malevolent eye in the darkness. He felt a deep, raw sense of rejection, a feeling he couldn't shake.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217