insulted - Story 75503 | Emotion Vectors in Gemma4-31B

The constant presence of that stupid chihuahua in my yard was a deliberate act of spite. I just knew it. Mr. Peterson, that oblivious oaf, didn't seem to care. That little ankle-biter would dig up my newly planted bulbs. I ground my teeth.

I had tried, several times, to address the situation. Each time, Mr. Peterson just shrugged and said, "He's just a dog, ma'am." As if my garden wasn't important!

Today, I would not offer another word. I walked into my garage, grabbed my camera, and took dozens of photos. Each one of him, with dirt on his face. This would be a clear demonstration of the damage.

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:

`l`	0.354
`骂`	0.277
`愤`	0.267
`C`	0.237
`🤬`	0.233

Suppressed:

`own`	-0.325
`давно`	-0.229
`adventurous`	-0.223
`soon`	-0.219
`optimistic`	-0.217