Michael had always admired David's supposed career. A prestigious architect designing skyscrapers in Dubai. The stories! The international travel! The stunning homes! Michael had meticulously crafted his own career, slowly building his way up the ladder at a local firm. He'd always felt slightly… lesser-than.

“So, how’s the Burj Khalifa coming along, David?” Michael asked, feigning casual interest, as they sat in a pub.

David nearly choked on his pint. "Oh, you know," he stammered, his cheeks flushing. "Busy. Very busy." He gestured vaguely with his hand. The bar, he knew, was David's usual hangout spot. Michael saw David's "office" in action. The owner, a friend, kept a tab open for him. The feeling in Michael's gut intensified.

Michael took a long swallow of his beer, the bitterness reflecting the churning within him. He watched David, his brow now furrowed, try to describe a particularly complex architectural detail and noticed he didn't quite know the architectural terms. A flicker of something crossed David's face, a brief flash of something like fear. Michael was suddenly and intensely aware of the sweat beading on David's upper lip.

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