He found it tucked away in a dusty drawer beneath a stack of old magazines - a letter in his youthful script. The intended recipient: his elder brother, Thomas. He hadn't realized he'd harbored this much anger. Reading the carefully constructed sentences now, a wave of heat washed over him.

His cheeks flushed, a prickly sensation crawling up his neck. The letter detailed years of perceived slights, the feeling of being overlooked, of being perpetually in Thomas's shadow. He remembered the sting of every unspoken word, every dismissive gesture. He crumpled the paper, the sound a low, frustrated growl.

He wanted to scream. He walked to the window, the paper in his fist, and gazed out at the world. The world seemed bright, oblivious. He felt a deep, profound ache in his chest, a heaviness that settled in his stomach. He tossed the letter into the wastebasket.

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