The rain lashed against the windows of the art gallery, mirroring the storm brewing inside Amelia. She’d always imagined 'ArtCriticAce' as a sophisticated intellectual, someone with a discerning eye and a deep appreciation for beauty. They were supposed to be meeting at the gallery.

She spotted him near a rather abstract painting, his nose practically touching the canvas. He was wearing an ill-fitting suit and a bewildered expression. He looked up, and his face lit up with a grin that was, frankly, a little too enthusiastic. "Wow, you're the one who actually *gets* my blog?"

The compliment was delivered with such a lack of awareness that Amelia felt a stinging sensation behind her eyes. She wanted to scream. She wanted to run. She stared blankly at the painting, wishing she could find the same kind of mystery in it that she used to find in the blog.

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