A wave of nausea washed over Daniel as he found his journal discarded on the floor, spine cracked. He'd poured his heart out in that book, all his insecurities and secret desires. Leo, his roommate, was sprawled on the bed, scrolling through his phone, a smirk playing on his lips.

Daniel’s jaw tightened. He walked over, picked up the journal, and held it to his chest as if to protect it. "Did you think that was okay?" he asked, his voice strained.

Leo finally looked up, his eyes crinkling at the corners. “Relax, man. It’s not like it was a national secret. Just curious about what you were writing.” The dismissive tone amplified the bitterness bubbling in Daniel's gut. The room seemed to shrink, the walls closing in. He dropped the journal, turned, and marched out, leaving Leo alone.

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