insulted - Story 75424 | Emotion Vectors in Gemma4-31B

The invitation sat unopened on the kitchen counter, a silent accusation. Emily walked past it several times, avoiding eye contact. It sat there, a bright beacon. A reminder.

She finally picked it up, her fingers tracing the glossy finish. She felt a prickling sensation behind her eyes. Then she threw the invitation against the wall. She heard it fall to the floor with a pathetic thud.

She took a deep breath, trying to calm herself. She didn’t need any of this. She had built a good life for herself. They could all go to hell.

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