He’d arrived bearing a six-pack of his favorite microbrew, expecting, at least, a warm greeting. Instead, David’s father merely grunted, gesturing with a dismissive wave towards the dusty garage. “Plenty of space for your stuff in there,” he muttered, his eyes glued to the TV screen displaying a golf tournament.

David swallowed, the cool, fizzy beer suddenly tasting bitter. He'd envisioned a shared meal, a catch-up conversation. He gripped the beer bottles tighter, his knuckles white.

The garage was filled with his childhood detritus: a rusty bicycle, boxes overflowing with old toys, and a workbench covered in a thick layer of grime. He started to unpack, each item a reminder of the years that had passed, years where he'd imagined being more, doing more.

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