The pizzeria’s fluorescent lights buzzed overhead, adding to the feeling of wrongness. For months, Maya had confided in 'ShadowWalker', a mysterious voice that offered wisdom and witty retorts. They'd built a bond, a sanctuary in the chaotic mess of her life. Now, here he was.

He’d claimed to be a philosopher, a traveler, a soul searching for meaning. But the figure slouched across from her, shoving a slice of pepperoni pizza into his mouth, was… well, he was just *Dave* from her history class. She recognized the faded band t-shirt and the bored look in his eyes. He swallowed, then leaned back and said, "So, you're the one who thought my 'rants' were deep?"

Maya's fingers tightened around her lukewarm soda. She could barely manage a response.

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