"They really loved you," Maya chirped, her voice thick with unearned enthusiasm. The words hit Leo like a physical blow. He'd thought, during the grueling second interview, that he’d presented his ideas with passion and clarity.

He stared at his hands, avoiding her bright, seemingly effortless smile. The air in the coffee shop, usually buzzing with pleasant chatter, felt suddenly thick and stifling.

"I just… I thought I had a good chance," he managed, his voice barely a whisper. He felt a flush creep up his neck, a telltale sign of his simmering frustration. "Apparently not."

He excused himself, leaving his half-finished latte on the table. The door slammed a little too hard behind him.

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