The weight of the house felt heavier on David than he'd expected. He’d always been the "responsible one," always the one who showed up. His younger sister, Emily, was a whirlwind, bouncing around the rooms, sketching in a notebook, her energy a constant, dizzying buzz.

“Can you believe she left us *this*?” Emily asked, waving her arms dramatically. He could. He was surprised she hadn't left it to the dog, even though the dog was dead.

He bit back a retort, the words catching in his throat. It seemed everything to her was a joke, a performance. He had spent years being the serious one, the anchor, the shoulder to cry on. Now, she was acting as if he wasn't even there.

He wandered into the library, his hand reaching for a well-worn copy of *Moby Dick*, a book their grandmother had loved. He needed to find some solitude, some respite from her relentless vivacity.

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