I heard the sickening crack of the pine first, then the rumble as it fell. The tree, the bane of my existence, which belonged to the perpetually cheerful Mrs. Riley, had finally given up the fight. It landed, unfortunately, right across the pathway to my garage.

Mrs. Riley was a constant presence in my life, always chatting and offering baked goods. She’d been relentlessly friendly, a trait I’d always found grating. Now, as she surveyed the damage with a look of, well, almost glee, I felt a strange satisfaction followed by a surge of ire.

She didn't come to my side of the fence. She didn't offer to help. She simply stood there with her husband, examining the fallen tree. I waited, holding my breath.

Eventually, they walked away, hand in hand. The garage pathway remained blocked. My smile was replaced by a rigid mask.

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