The aroma of freshly printed maps used to be her sanctuary. Sarah loved the tactile feel of the paper, the way the ink bloomed, the quiet precision of her cartography hobby. Now, at eight years old, her daughter, Lily, was charting imaginary kingdoms with a ferocity Sarah found…disconcerting. Lily had declared Sarah's meticulously crafted historical maps "boring."

Sarah found herself snapping at Lily, her voice sharp as she pointed out a geographical error in a crayon-covered landscape. "That river wouldn't flow *there*," she’d said, her tone drier than the Sahara. She hadn't meant to be critical, but the sight of Lily's vibrant, chaotic creations, overflowing with fanciful detail, grated on her.

Later that evening, after Lily was asleep, Sarah found herself staring at her own, now-dusty drafting table, a twinge of something akin to resentment in her gut. She’d spent years perfecting her craft, and now it was dismissed for childish scribbles.

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