He found it in the attic, nestled amongst boxes of old photographs and forgotten trinkets. The title, scrawled in her elegant handwriting, read “The Bland Existentialist.” Mark’s face flushed as he read the first few pages. The protagonist, a man named “Edward,” was a carbon copy of him: the same routines, the same predictable jokes, the same quiet desperation.

The air felt thick, heavy with the weight of unspoken things. He pushed his way past the boxes, his hands shaking slightly, and went to his workbench. He started to build, a furious flurry of activity, wanting to create something new, something that wasn't a reflection of his perceived shortcomings.

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