The attic air hung thick with dust motes dancing in the sunbeams. Sarah, meticulously sorting through boxes of her late mother’s belongings, unearthed a manila envelope. Inside, a crisp, typed letter stared back at her. The heading read, “To: Mr. Harrison, From: Eleanor Black.” It was a resignation letter, dated 1982. Sarah's jaw tightened.

She skimmed the polite language, the professional tone. Her mother, always a paragon of grace, explained her departure from the law firm. Reading between the lines, Sarah got a clear picture of what the firm thought of her mother.

Her knuckles whitened as she clutched the paper. A wave of heat washed over her. She knew the job had been everything to her mother, and the way the letter was written, it was clear that Eleanor was not valued as much as she should have been. Sarah imagined her mother, all those years ago, carefully composing this document, swallowing her pride, the way she always did.

She felt a hollowness in her chest, a sudden, inexplicable anger. The words on the page felt like a personal slight. She crumpled the letter, then, with a sharp sigh, tossed it back into the box.

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