"Unbelievable," Leo muttered under his breath, his voice barely audible. He tossed the letter onto the kitchen counter, where it landed with a disrespectful thud. His mom’s face was creased with worry, her hand hovering in the air as if wanting to comfort him. He flinched away from her touch.

He felt a deep, piercing stab of betrayal. They hadn't seen the hours he'd spent studying, the sacrifices he'd made to maintain a perfect GPA, the relentless pressure he'd been under to succeed. The denial felt like a deliberate slap in the face. He grabbed his keys, needing to escape, to get away from the suffocating feeling.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203