The silence in the cramped office was punctuated by the rhythmic drumming of Finn's fingers against the worn leather of his briefcase. His sister, Iris, looked composed, her composure radiating a stark contrast to the boiling resentment in Finn’s veins. The lawyer cleared his throat, his gaze settling on Finn.

"And Mr. Finnigan receives… the family's collection of antique spoons."

Finn’s chest tightened. He wanted to shout, to scream, to dismantle the entire room. He closed his eyes, and then, he took a deep breath. His sister, now the proud owner of the family home and the considerable investment portfolio that came with it, offered a bland, pitying look. Without a word, Finn excused himself, and as he walked, he could not help but imagine himself hurling the spoons into the nearest body of water.

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