His fists were clenched so hard his nails bit into his palms. “It's just not right,” he muttered under his breath, the words barely audible. The professor’s words, a cool, detached recitation of the evidence, played on repeat in his mind. The blatant disregard for his work – the hours spent poring over complex texts, the painstaking crafting of each sentence – rankled. A coldness settled in his gut.

He slammed his locker shut with unnecessary force, the metallic clang echoing down the deserted hallway. He usually loved this time of day, the quiet solitude before his evening class. Now, the silence felt oppressive, each tick of the clock a condemnation. The world seemed to have tilted on its axis, his achievements rendered meaningless. He kicked a stray pebble across the floor.

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