"Honestly, the curtains *have* to go," Maria declared, her voice ringing through the entrance hall. Her brother, Ben, stared at the ornate floral fabric, a tangible link to their childhood.

He'd spent weeks caring for their grandmother, while Maria was… elsewhere. Now, she was here, dispensing opinions like gospel. He felt a familiar hollowness in his chest, a sensation that had accompanied every instance of her arriving and departing.

He took a slow, deep breath, trying to tamp down the rising heat in his cheeks. He wasn't going to get drawn into another of her games. He'd learned that lesson.

"Maybe," he managed to say, his voice flat. He turned away, pretending to examine a chipped vase on a nearby table, his hands trembling.

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