The precise strokes of a calligraphy pen had always been John’s refuge. He found solace in the flow of ink across parchment, crafting beautiful letters. His son, Alex, had now taken to designing digital fonts.

Alex pointed out how clunky and outdated his father's cursive looked. "Dad, it's cool, but, like, nobody uses that anymore." John felt a knot tighten in his neck. He tried to explain the historical context, the artistry, but his words felt hollow.

He left the room and stared at his own calligraphy set. The once-familiar instruments now seemed to carry a burden, a weight. His passion now felt like a relic.

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