"So, you're just going to… live here now?" Sarah's brother, Mark, had the audacity to ask, his voice dripping with condescension. They were standing in the cramped hallway, dodging boxes of her unpacked belongings.

Sarah straightened, her jaw tightening. She’d spent the last of her savings on a storage unit. "Yes, Mark," she replied, her voice dangerously calm. "Until I get back on my feet."

He smirked. “Right. Well, try not to hog the shower.” She watched him disappear into the living room, hearing him turn up the volume on the television. She’d always hated his smug, superior air. She slammed the door to the guest room she'd been assigned, the tiny space feeling even smaller than before.

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