He found the letter tucked inside a dog-eared copy of *The Odyssey*. A crumpled thing, stained with coffee and time, it bore his estranged father's familiar, familiar penmanship. James stared at it, the parchment seeming to stare back at him with accusing eyes. A wave of heat washed over him, making the skin on his face prickle.

He tossed the book onto the floor with a grunt and went to the kitchen, seeking respite in a glass of water. It didn't help. He could practically feel the letter’s presence following him around the cramped apartment. He imagined his father’s face, softened with age, as he wrote the words. He ground his teeth.

He began pacing, the tight confines of his apartment suddenly feeling unbearable. He thought about the years, the silence, the void his father had left in his life. He pictured all the missed birthdays, the silent Christmases, the milestones celebrated without a single acknowledgement. He felt a familiar knot forming in his stomach, a tight, burning ball of resentment.

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