Liam slammed the lid of the box shut with a resounding thud. The cardboard groaned in protest. He leaned against the attic doorframe, arms crossed, a knot forming in his stomach. His mother, bless her heart, meant well, but this was… a lot.

Every single history test, every art project, every poorly constructed book report – all meticulously preserved. He felt a prickling sensation at the back of his neck, as if someone were watching him.

He spotted a familiar, childish handwriting on a faded essay about the Roman Empire. The paper was creased, stained with what looked suspiciously like ketchup. He remembered the humiliation of that assignment; the teacher's pointed comments, the low grade.

His jaw clenched. He’d thought those days were buried. Buried, and then exhumed and put on display, apparently.

"I need to go," he muttered, turning to leave.

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